generate-seed-csvs.py

#!/usr/bin/env python3
"""
Generate seed CSV files from TSV data exported from Firestore.
Handles Firestore JSON format cleaning and generates registrations.csv and teams.csv
"""

import csv
import json
import re
from collections import defaultdict

# ============================================================================
# PASTE YOUR TSV DATA BETWEEN THE TRIPLE QUOTES BELOW
# ============================================================================
TSV_DATA = """
Team Number	Team Room Number	document_id	displayPicture	teamName	lastName	linkedin_profile	tshirtSize	gender	university	payment_status	github_profile	firstName	terms	coc	accommodation	otherUniversity	socialProfile	isTeamLead	email	isTeamMember	techStack	problemStatement	solution	payment
1	105	uQ7VxOy3ijQgpbbkUQ3tLpR9aGP2	https://lh3.googleusercontent.com/a/ACg8ocLombJ9EVehdFVxRn1JBZuV6cxItugt5MUdBgYJTJb28Oaidyo=s96-c	ZeroCode 	Chandra rao Pentakota	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Poorna	1	1	0	{"stringValue":""}	{"stringValue":""}	1	ppoornachandrarao2005@gmail.com	1	NLP,Computer vision,FastAPI, HTML, CSS, JavaScript.	The rapid growth of social media platforms and generative AI technologies has significantly increased the spread of fake news, manipulated images, and deepfake videos. Current verification systems typically analyze only a single modality text, image, or video making them ineffective against multimodal misinformation. Additionally, most existing solutions lack explainability, reducing user trust. There is a critical need for a unified, real-time system that can analyze text, images, and videos together, accurately detect fake content, and provide transparent, explainable results.	We developed a Multimodal Fake Content Detector that analyzes text, images, and videos simultaneously to identify fake or manipulated content. The system uses AI models for each modality and combines their predictions through a fusion engine to generate a single confidence-based verdict. An Explainable AI layer highlights suspicious text, image regions, and video frames, ensuring transparency and user trust. The final output clearly labels content as REAL, SUSPICIOUS, or FAKE with an explanation.	Y
		XE6bZKTR0VU06F2pILT8vyGwr3g2	https://lh3.googleusercontent.com/a/ACg8ocLHi03_2z-6MfF5800eF7k_3sqyRmnrMCbbxE0Rljcf6wK5_yp9=s96-c	ZeroCode 	YASEEN	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	SHAIK	1	1	0	{"stringValue":""}	{"stringValue":""}	0	shaikyaseenyaseen690@gmail.com	1				Y
		54026340Xrgq2EVbRt4R9pbixFJ3	https://lh3.googleusercontent.com/a/ACg8ocIs5zA2v-J5UdKW_KLLba3chTCZ9ip5l7VX4wnpNap7enTdM302=s96-c	ZeroCode 	Repalle	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Nikhil	1	1	0	{"stringValue":""}	{"stringValue":""}	0	repalle.nikhil693@gmail.com	1				Y
		wEJVFU8OnBMzPu7gVTp6ikXrE5S2	https://lh3.googleusercontent.com/a/ACg8ocK3C79rwPN461WWoUWYQey0ukJ5uWdXkFBHB7I7WRiFdlgu=s96-c	ZeroCode 	Sai dev	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Mahith	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mahithsaidev@gmail.com	1				N
																								
2	105	aRH7sFE8HVaLkf4jNeo55cQ9oeJ2	https://lh3.googleusercontent.com/a/ACg8ocJqpOsHcYWfJel90LNrjJZZ45-KsmD4IUyvBHWj2GF-cvSBicWw=s96-c	Zero build	Balla	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Praneeth	1	1	0	{"stringValue":""}	{"stringValue":""}	1	umapraneethballa@gmail.com	1	{"stringValue":""}	People with dyslexia face significant challenges when reading digital content due to dense layouts, poor text design, and complex language. Most websites are not built with dyslexic readers in mind, increasing cognitive load and making comprehension difficult. Existing accessibility tools mainly focus on font changes or text‑to‑speech, which do not adequately support understanding or sustained focus. There is a need for a universal solution that works across websites to reduce visual stress, simplify language, and actively support comprehension for dyslexic users.  	We propose an AI‑powered browser extension that helps dyslexic users read and understand web content more easily. The extension adapts text layout to reduce visual stress, provides a focus mode to improve concentration, and uses AI to simplify complex language on demand. It also offers read‑aloud support to reinforce comprehension. By working directly on any website, the solution enables dyslexic users to access information more comfortably without leaving the page they are reading.	Y
		iu89uM3d2mPPHXs2Dgd35yQPoIh2	https://lh3.googleusercontent.com/a/ACg8ocISGyIyIHx_PRaq_kkSS7qmQMe34REfuNNwsFRGK1Q0IcWst4gKFw=s96-c	Zero build	Palanchu	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Kunal sri	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kunalsripalanchu@gmail.com	1				Y
		l3Un81qwOJXWOa8RIddHaKOqojb2	https://lh3.googleusercontent.com/a/ACg8ocKAu3UmVRYi2yVtVQhIhMxLsZl7nEWvORcoN9bQ8zX7I_bqtHM=s96-c	Zero build	Mulagada	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Vamsi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mulagadavamsi1510@gmail.com	1				Y
		ldnBF9nGA2Oh4JY1OkStgGSUEbc2	https://lh3.googleusercontent.com/a/ACg8ocL91jwimbo_crZFKppfZsPn2wj2caU4Lu3_4ILZ88T7xIYHbQ=s96-c	Zero build	aditya	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	rallapalli	1	1	0	{"stringValue":""}	{"stringValue":""}	0	adityarvs18@gmail.com	1				Y
																								
3	105	AXpLXM2th1QAI9k5Ys0DUMC5oqI3	https://lh3.googleusercontent.com/a/ACg8ocIRGEfCipsTx18PZ0Kj1gmwjGRHFGVGant7bcKM0nXjLvdYJQ=s96-c	XCoders 	MANASWINI 2024095616	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	BONAGIRI	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mbonagir@student.gitam.edu	1				N
		FvLaXzcHRLNUzDwcRocijeFRtxo1	https://lh3.googleusercontent.com/a/ACg8ocLJbsdCADdyaX7oNiHrc0fzIkn2teVEuYeKUVbwSeXAQVRJyg=s96-c	XCoders 	Mansoor 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Naumaan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nmansoor@student.gitam.edu	1				N
		VBbe1rOvjRg6X4TFOPedEQgwo472	https://lh3.googleusercontent.com/a/ACg8ocK8bDLpBfVuHJ7rr94L92gS3ePZbMg02H8js--g5y3klnH7WA=s96-c	XCoders 	Balabhadruni 2024142786	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Swathi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sbalabha@student.gitam.edu	1				N
		isqCqKTMIiSFWOXSrcOY1zyb8BM2	https://lh3.googleusercontent.com/a/ACg8ocJe3QVn-lumqNMn2JYdSjJR015nWqCg3X2g47UQmeCiO3OZ=s96-c	XCoders 	Akram Syed	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Wasim	1	1	0	{"stringValue":""}	{"stringValue":""}	0	wsyed@student.gitam.edu	1				N
		nJFkPL19YqXkxakOlLSonpOezFy1	https://lh3.googleusercontent.com/a/ACg8ocJv9yfpQMMgFnZtyFVwJ8Qan83OUi_urpbQm56NRrjKwmsIVwc=s96-c	XCoders 	BABA FAKRUDDIN 2024182949	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	SHAIK	1	1	0	{"stringValue":""}	{"stringValue":""}	1	fshaik8@student.gitam.edu	1	Frontend: React Backend: Node.js Database: MongoDB APIs: Meta Graph API, WhatsApp Cloud API Authentication: OAuth Hosting: Firebase	  Businesses advertise on multiple social media platforms. Customer messages and leads come from different apps, making it difficult for business owners to track, respond, and manage everything efficiently. This results in missed messages, lost leads, and poor customer engagement.	 A single unified platform that collects all customer messages and leads from different social media platforms into one dashboard. Business owners can view, respond, and track all interactions in one place, improving response time and customer conversion.	
																								
4	105	obIYdhy34mf7yVrtSaE674S32c32	https://lh3.googleusercontent.com/a/ACg8ocIERmi_m8dwSD2fbPyHVUKKaPwGnKSf0rhbE6IPmePBX3nt32Q=s96-c	Xcode	ASHRAFSUBHAN	{"stringValue":""}	{"stringValue":""}	He/Him	Andhra University College of Engineering	captured	{"stringValue":""}	MOHAMMED	1	1	0	{"stringValue":""}	{"stringValue":""}	1	323506402315@andhrauniversity.edu.in	1	 Gemini Nano 	job finders, students struggle with expensive coaching, lack of practical knowledge, poor internet access in some rural areas, and also they cant share sensitive matters to the online ai platforms due to privacy concerns with cloud based platfroms and theres a lot of lack in career advice. So to come over from all of this situations we came up with and idea called ''Offline Career Guidance & Interview Preparation Chatbot''  	An offline AI chatbot that provides personalized interview practice and career guidance on any device making professional coaching free, private, and accessible to everyone 	Y
		QPoIWPmoGAU479MpIbV79E3Pc0d2	https://lh3.googleusercontent.com/a/ACg8ocJEhe1c0jSIgaRQ99Nonyw5BjYi8rDimXdLwJG9TUNQC1W8Bw=s96-c	Xcode	Sai Sardhik 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Vetsa	1	1	0	Graphic era deemed to be university 	{"stringValue":""}	0	sardhiksai@gmail.com	1				Y
		9bFsCQwewaPL4ae0rVJISk4nri42	https://lh3.googleusercontent.com/a/ACg8ocJ0GAvjhyGeQ4PhGQBtneQZlqstcpWO0xk32A2uupfl2xAEWw=s96-c	Xcode	Mukka	{"stringValue":""}	{"stringValue":""}	He/Him	Andhra University College of Engineering	captured	{"stringValue":""}	Sudhanshu	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sudhanshumukka@gmail.com	1				Y
																								
5	105	aZfSXHGinqbjE036pgWJ9hECXhs2	https://lh3.googleusercontent.com/a/ACg8ocIdXXUJp_weHO6-tKzKxHRaj3XVVxBrLLocF8wEtX_zNwbFtA=s96-c	WebDevs 	Anand 2024090279	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Shashank	1	1	0	{"stringValue":""}	{"stringValue":""}	1	sanand@student.gitam.edu	1	{"stringValue":""}	Many college students have technical and creative skills but struggle to gain real-world experience because internships and freelance platforms are highly competitive and not beginner-friendly. At the same time, startups, NGOs, college clubs, and small organizations need short-term, skill-based assistance but lack a simple and trusted way to connect with student talent, resulting in underutilized skills and unmet organizational needs.	  It is a web-based, campus-focused platform that connects students with verified, short-term micro-opportunities based on their skills and availability. Students create skill-based profiles, while organizations post small tasks. A basic skill-matching mechanism connects suitable students to relevant tasks, enabling practical exposure for students and efficient, affordable support for organizations.	N
		emef5ACWaSfnjPRKadPJbpzyZyF3	https://lh3.googleusercontent.com/a/ACg8ocLljONJZWnp79YKeiJ0SclAne1NLLepDrE-o3ikSVj-rEO1aQ=s96-c	WebDevs 	SIDDIESHWARI 2024123794	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	GODA	1	1	0	{"stringValue":""}	{"stringValue":""}	0	gyadav@student.gitam.edu	1				Y
		i8Ti5zKaQeUOMQYjaS8eXYToo492	https://lh3.googleusercontent.com/a/ACg8ocKm5kg1VIX9DdychB4vGHUw5TuNDyZgKBvyl3dHFDv0is1Wsg=s96-c	WebDevs 	Singh Rathore 2024131993	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vishwajeet	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vrathore@student.gitam.edu	1				N
																								
6	105	qYmj6a2Rq3NHpuFvzWstpj4Oram1	https://lh3.googleusercontent.com/a/ACg8ocKa0BKTlwYa3wvdvBjFS-d6FkEzb4zmMo710XzwpqdHh1ZSZB0=s96-c	Vibe coders	Kulukuri	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Asrith	1	1	0	{"stringValue":""}	{"stringValue":""}	1	akulukur@student.gitam.edu	1	{"stringValue":""}	Local Community Problem Solver  Description: A platform where people post local issues (lost pets, garbage issues, potholes). Others can upvote or volunteer to help.	Key Features: Issue posting, voting, volunteer coordination. Unique Factor: Social good + civic engagement platform.	N
		uiS0pdZQLZdWjdNTOyXQK1XNUB33	https://lh3.googleusercontent.com/a/ACg8ocL1wVIzabYR25odiZCSEUKO2twsrw0buV_2ON_HXbIw5ggWzQ=s96-c	Vibe coders	Srujan Sai Gummadi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sri	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sgummad1@student.gitam.edu	1				N
		9tmJsQhUiWMX52oCMFaxhEY6RBf1	https://lh3.googleusercontent.com/a/ACg8ocJnq-np2OcCjGAONKdohphX3tFAbd3hcPQl1UBjvKfDASmKdA=s96-c	Vibe coders 	SIDDHARDHA	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Thumalapalli	1	1	0	srinivasa institute of engineering and technology	{"stringValue":""}	0	thumalapallisiddhardha@gmail.com	1				Y
		bF3dPgiPtbPQnVLvOrW2lUHHlRz2	https://lh3.googleusercontent.com/a/ACg8ocI02h-0kXp3aTPwolVT15ZcIw3l4l2HS4KxKestSr96DKNe3A=s96-c	Vibe coders 	varma	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	P.Tejeeswara	1	1	0	Srinivasa institute of engineering and technology 	{"stringValue":""}	0	tejeeswaravarma9553@gmail.com	1				Y
		g7sahqNU72fGRqnrZBj2vyJ3CnW2	https://lh3.googleusercontent.com/a/ACg8ocLfPiQPBbZyAANlo9mqeKBcXIukZsHQNHBQX2CD6iKYF4Njm8Q=s96-c	Vibe coders 	Syam kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Palagummi	1	1	0	Srinivasa Institute of Engineering and Technology 	{"stringValue":""}	1	palagummisyamkumar6@gmail.com	1	Google Gemini API – Generative AI & reasoning,Google Cloud Natural Language API – Text analysis,Google Vision API – Image & screenshot text extraction,Google Firebase – Authentication & real-time database,Google Cloud Functions – Backend processing,Google BigQuery – Data analysis & insights,Flutter / Android (Material Design) – Frontend	In the digital era, users consume information from multiple sources such as social media, websites, and messaging platforms. However, a significant amount of this information is misleading, outdated, or lacks proper context. Users often struggle to verify the authenticity and relevance of content quickly, leading to misinformation, poor decision-making, and loss of trust in digital platforms.  There is currently no unified, real-time, AI-driven solution that verifies information, provides reliable context, and summarizes trusted insights using Google’s ecosystem. This gap creates challenges for students, professionals, and the general public who rely heavily on online information.	We propose an AI-powered Information Verification & Context Assistant built using Google AI technologies. The system analyzes user-provided text, links, or screenshots and performs:  1) AI-based fact verification using trusted data sources 2) Context-aware summarization using generative AI 3) Credibility scoring based on source reliability 4) Language translation and simplification for better understanding   The solution leverages Google’s AI and cloud services to deliver fast, scalable, and accurate results in real time, helping users make informed decisions.	Y
																								
7	105	0Zcc9OxuvBQZ1p1pE9XrQXnRoa13	https://lh3.googleusercontent.com/a/ACg8ocJp2jS1cowtDU0cMxi3B_k-eL5TFyHV-H4HVpGi5N6q9Cyyqg=s96-c	Unlocked Minds	Bhanu Prakash	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Kanumuri	1	1	0	{"stringValue":""}	{"stringValue":""}	0	bkanumur@student.gitam.edu	1				Y
		W8PjKRXd7ChQqZpVhYJopUOBZ4l1	https://lh3.googleusercontent.com/a/ACg8ocJ05lzWkf4h0apq-wbDhTzImywXNPfzNlBateplCIgOzp1Pdg=s96-c	Unlocked Minds	Swaroop	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Hima	1	1	0	{"stringValue":""}	{"stringValue":""}	0	htangi@student.gitam.edu	1				Y
		jTRxnJF36XdbzdbJ2Ik81QVWEOG3	https://lh3.googleusercontent.com/a/ACg8ocK_hSIySc_dAuHi2wwdY00uXV3uYK4_FuVjP9fd4ecZHrW_62w4=s96-c	Unlocked Minds	Rishita	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	kampara	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rkampara@student.gitam.edu	1				Y
		zOigD6xrdbgNU3Ig9uA0Y7Qhmes2	https://lh3.googleusercontent.com/a/ACg8ocKZ2J9WJz36a2qE03An7mZAwJdqJJ8vojLRGc3Dn0Yr3O3lAQ=s96-c	Unlocked Minds	Devi sri Sai 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Dannana	1	1	0	{"stringValue":""}	{"stringValue":""}	1	ddannana@student.gitam.edu	1	{"stringValue":""}	Many people who want to start freelancing don’t know where to begin. They often struggle to figure out which skills are actually in demand, where to learn them properly, and how those skills are used in real freelance projects. Most platforms either list jobs without guidance or offer courses without showing how they connect to freelancing. Because of this, learners feel confused and unprepared to take their first step into the freelance world	This project is based on the idea of creating a simple and user-friendly platform that helps people discover and learn skills needed for freelancing. The platform allows users to search for popular freelancing skills such as web development, design, content writing, and digital marketing, and understand what each skill involves.  For every skill, users are provided with clear learning paths, useful resources, and practical project ideas that reflect real freelance work. The system also gives insights into current market trends, helping users focus on skills that are valuable and relevant.  The main goal of this project is to make the journey from learning a skill to applying it in freelancing much smoother. It helps beginners gain clarity, confidence, and direction. This project is especially useful for students and freshers and showcases an understanding of real-world career challenges, making it a strong addition to a professional profile or job application.	Y
																								
8	105	HQzt3MI9nuPbXOb467vkOIbD5li1	https://lh3.googleusercontent.com/a/ACg8ocKoG6Bj8DrteXM3fN9L4TPvB4xOAtph0yxYLZhm9ZTBQx4sJls=s96-c	Trend breakers 	Venkata Varshith	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Mallapureddi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	scs909955@gmail.com	1				Y
		eENIwFBLObStZXC0jJROKKEFR1H3	https://lh3.googleusercontent.com/a/ACg8ocLlPVws85lieP8AimQgtWTUGXrex8n8qxjUn9y1Dx7Es6SbsCw=s96-c	Trend breakers 	Rao Achary	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	J.Kesaba	1	1	0	{"stringValue":""}	{"stringValue":""}	0	jkesabaraoachary2106@gmail.com	1				Y
		gNLfVejTXCUtULlMlGEPa0vAFst2	https://lh3.googleusercontent.com/a-/ALV-UjWtW2R1_NfDxi6-gR8qtYqDD12HaZnX1QgeRyldKdIMWRG--FTAiWQ0wBxFokfK5WKwfK_Xq5glnxpIpwv-raR3rQz-3WCPq507LG8vumBwaR2wwLiedA-TpWigmgP1w5spgPSUGHx0SMHwvphFJAx-u1H4C4O-ZrXmwF4g33Or08RJmHNp-9ZjXDqZSw6ayLwX1CewSvGY5y5AvHRo1vP2I4Re2bZt07vB9DMr3gDACemyISA6hExpTddBEvYYAP8RF0F8-fq2Aps5vbeei_jqlFC5guF3bIUix8UfDeZ3G34rwQr_-Yft6oLoc2SDtFwKdVG-6cUbvfTuawyN-QzoxS1vrFRhwFnqdm_Y_rm2K8FivDuvssCFFKTikFDGdVK3jPyc3asN7nCWle-VkpYwgjIIRMHgubVbS77OUOWZCEHcx5MDZ5UflV2IkJJ9cJj1TaBCr_VLRIm_vFO-QRDvWGfR1Zt5MHpM4QuB8oPrASfXodjxELljVJnIaSF1Ttbrl-U_M1wDSXXG2lwQ_OLj_vp0gukXHat-44JFbLglbI7z9wURMSvZTvXSwFdGK8UDTY7B_E3K76wkskF-j-X9Ao9z21uWuoFhpHhFJcWXg-AapoxdVC7OkNtQTAxrsl9_fKiIhTgc6fDw-xbB6tYMaYnyesrrdVmstiO8Ejes4RWcvEcGVJGoMcsmdzIH0eIqy8cl_RA2e4yA7WBVKsgwfMs-uAznlhTZHO2nUfuLh8yE899Jp7wzbYstL0kTT-Rs6CgcBKRKazt1F-p2r8uMmDVPsPceGMvqmnA0aORZdf4rBATQgw1KAoHs2EkWsAO35gQKwVELSbAjRcOdy8Svf_xkbyZC_0ewGW5rhsNxtJ-UXWgQTymV42JLBKY6h8t7GuJ_xdRU1p4KQkr4eDjxtc_TCksN6PZCBxtvJU7T81nfuow1AxbcpsXuzKJ2gITYyWA_2pjb6qJzuv27uGOGlaZnyQuYjqrHg7kCCFmg_KITlHyD7HxZY1n0LSjrw9G4_UTlAAXryR01vEwA8u-w68JBfTDMxGheD4TSPG7RNdlnKK4Esk8_=s96-c	Trend breakers 	Kumar Jain	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Bhavik	1	1	0	{"stringValue":""}	{"stringValue":""}	0	bj227605@gmail.com	1				Y
		u6my72mBJtgZTWmhdH8N7B9Uzi33	https://lh3.googleusercontent.com/a/ACg8ocIXN5BIj2EQRZlwxYeNRdtLTU7mLTCHuRv2rtLG-DzxY9NxGw=s96-c	Trend breakers 	VASANTH DODDA	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	9c2b	1	1	0	{"stringValue":""}	{"stringValue":""}	1	scs846643@gmail.com	1	Python ,Php, Java script, Node J, Firebase, Flutter , Canva, Adobe photoshop and Figma  for designing 	Students in Tier-2 and Tier-3 regions lack early, structured career guidance. Key issues:  • Career awareness starts too late (usually after Class 10/12).  • Parents and students rely on misinformation, coaching centers, or peers.  • No personalized guidance based on aptitude, interests, and future job trends.  • Schools focus on syllabus, not career discovery or skill mapping.  This results in wrong stream choices, high dropout rates, wasted money, and mental stress.	Proposed Solution – Guide Juniors  Guide Juniors is a tech-enabled career discovery and mentoring platform for students from Classes 6–12, helping them explore careers early using data, AI, and expert guidance.  It bridges the gap between education and career clarity at the right age.  ⸻  Core Features  1. AI-Based Career Discovery  • Interest, aptitude, and personality assessments  • Personalized career pathways (STEM, arts, commerce, emerging tech)  2. Early Career Exposure  • Micro-learning modules about real-world careers  • Industry videos, case studies, and role simulations  3. Mentor & Expert Connect  • Sessions with professionals, educators, and college students  • Local language support for accessibility  4. Parent Dashboard  • Clear insights into child’s strengths and career fit  • Data-backed guidance instead of assumptions  5. Skill Roadmaps  • Step-by-step skill plans aligned with future jobs  • Integration with online courses, competitions, and projects  6. School Integration  • Plug-and-play model for schools  • Career analytics for institutions  ⸻  Impact  • Reduces wrong career choices  • Improves confidence and decision-making  • Makes career guidance affordable, scalable, and inclusive	Y
																								
9	105	A2FXswy0loORtSDAhhq8yuvNrWG2	https://lh3.googleusercontent.com/a/ACg8ocKxu1-g7YJzmNoj5bKO8IvzIF21MNo1UrVBIFKAQShNdyts4A=s96-c	Teen Titans	Hema Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Annam	1	1	0	Dr Shyam prasad Mukherjee International institute of information technology 	{"stringValue":""}	0	annam24100@iiitnr.edu.in	1	Model : EfficientNet-B0 — pre-trained CNN backbone fine-tuned for multiclass classification.	Oral cancer is frequently underdiagnosed, especially in low-resource settings, due to the visual similarity between benign, precancerous, and cancerous oral lesions. Current diagnosis relies largely on manual examination, which is subjective and can result in delayed or incorrect treatment. Existing AI solutions mainly perform binary classification and fail to represent disease progression or provide explainable insights. This creates a critical need for a lightweight, progression-aware, and explainable system that can accurately identify oral lesions across multiple stages and support early clinical intervention.	We propose a deep learning–based system that goes beyond conventional disease detection by performing progression-aware multiclass classification of oral lesions. Instead of only identifying whether a lesion is abnormal, the system determines the stage of disease progression across clinically relevant categories.  The model classifies oral images into four stages: Normal, Benign, Precancerous, and Cancerous, while simultaneously supporting multiple diagnostic perspectives such as Normal vs Abnormal, Precancer vs Cancer, and Benign vs Malignant.  To enhance transparency, the system incorporates Grad-CAM–based visual explanations, highlighting the regions of the image that influence predictions. This allows clinicians to visually verify model focus on lesion areas, improving interpretability and supporting informed clinical decision-making.	Y
		MLECxlyBsMZDfzBWYR5NtRuUeC23	https://lh3.googleusercontent.com/a/ACg8ocIM9HX5nfN_HprHYCE4VvZ26vc30XkKcIIdkVlFnujJEUpuhg=s96-c	Teen Titans	DIVYA SREE 2024112838	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	DADI	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ddadi2@student.gitam.edu	1	Model : EfficientNet-B0 — pre-trained CNN backbone fine-tuned for multiclass classification.	Oral cancer is frequently underdiagnosed, especially in low-resource settings, due to the visual similarity between benign, precancerous, and cancerous oral lesions. Current diagnosis relies largely on manual examination, which is subjective and can result in delayed or incorrect treatment. Existing AI solutions mainly perform binary classification and fail to represent disease progression or provide explainable insights. This creates a critical need for a lightweight, progression-aware, and explainable system that can accurately identify oral lesions across multiple stages and support early clinical intervention.	We propose a deep learning–based system that goes beyond conventional disease detection by performing progression-aware multiclass classification of oral lesions. Instead of only identifying whether a lesion is abnormal, the system determines the stage of disease progression across clinically relevant categories.  The model classifies oral images into four stages: Normal, Benign, Precancerous, and Cancerous, while simultaneously supporting multiple diagnostic perspectives such as Normal vs Abnormal, Precancer vs Cancer, and Benign vs Malignant.  To enhance transparency, the system incorporates Grad-CAM–based visual explanations, highlighting the regions of the image that influence predictions. This allows clinicians to visually verify model focus on lesion areas, improving interpretability and supporting informed clinical decision-making.	Y
		cITLX4vneAfpSHhpyHOC1Sf7pm02	https://lh3.googleusercontent.com/a/ACg8ocJucRf1mUUKHKnc4H4nZv8r6WLjC7oxKp8qOxuAI7q7kysCeQ=s96-c	Teen Titans	Tanishq 2024036990	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Kundrapu	1	1	0	{"stringValue":""}	{"stringValue":""}	1	tkundrap@student.gitam.edu	1	Model : EfficientNet-B0 — pre-trained CNN backbone fine-tuned for multiclass classification.	Oral cancer is frequently underdiagnosed, especially in low-resource settings, due to the visual similarity between benign, precancerous, and cancerous oral lesions. Current diagnosis relies largely on manual examination, which is subjective and can result in delayed or incorrect treatment. Existing AI solutions mainly perform binary classification and fail to represent disease progression or provide explainable insights. This creates a critical need for a lightweight, progression-aware, and explainable system that can accurately identify oral lesions across multiple stages and support early clinical intervention.	We propose a deep learning–based system that goes beyond conventional disease detection by performing progression-aware multiclass classification of oral lesions. Instead of only identifying whether a lesion is abnormal, the system determines the stage of disease progression across clinically relevant categories.  The model classifies oral images into four stages: Normal, Benign, Precancerous, and Cancerous, while simultaneously supporting multiple diagnostic perspectives such as Normal vs Abnormal, Precancer vs Cancer, and Benign vs Malignant.  To enhance transparency, the system incorporates Grad-CAM–based visual explanations, highlighting the regions of the image that influence predictions. This allows clinicians to visually verify model focus on lesion areas, improving interpretability and supporting informed clinical decision-making.	Y
																								
10	105	0Yk24AakJPgwGhMYeiOqLRRCisJ2	https://lh3.googleusercontent.com/a/ACg8ocIP7N0DhvuZ8fBzepS5SDTYF8s_cyLVDJDVsbUZIG_Fv0I9stY=s96-c	Tecos	Suvvada	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Divyaharika 	1	1	1	Gayatri vidya parishad college for degree and pg courses (A) 	{"stringValue":""}	0	cuttypiedivi@gmail.com	1				Y
		KSoevjZcZUbrULqtLbilhmQHEWR2	https://lh3.googleusercontent.com/a/ACg8ocIn608gyOVc6GlawId0ar8ObyQw53Dkmj_Vw4dJA98VDD8JfA=s96-c	Tecos	Katta	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Koushik	1	1	0	Gayatri vidya parishad college for degree and pg courses (A)	{"stringValue":""}	1	kattakoushik111@gmail.com	1	{"stringValue":""}	Individuals and small-to-mid-scale industries lack accessible, intelligent tools to understand, monitor, and reduce their environmental impact. Current solutions are often too complex, expensive, or focused on raw data rather than decision-making. Consequently, industries contribute to unmanaged emissions and persistent chemical pollution—such as PFAS, POPs, and heavy metals—which cause long-term harm to human health, animals, and global ecosystems.	We are building EcoGuard (a phase of EcoSphere AI), an AI-powered industrial environmental intelligence and decision-support system. Unlike raw data sensors, EcoGuard uses Google Gemini to translate complex environmental research into actionable intelligence for plant managers and sustainability officers. The platform identifies likely chemical pollutants based on industry type (e.g., Textile, Pharma), maps their environmental pathways through air, water, and soil, and provides practical, low-cost mitigation and waste-management strategies .	Y
		YcVP4v3LteVHCPWEXljYIbHm0xs2	https://lh3.googleusercontent.com/a/ACg8ocKMrVfnRskNsIfixSv4q6XNnbzUzuelJnci0Vebt_ky8UafdQ=s96-c	Tecos	Pukkalla	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Gowthami	1	1	1	Gayatri vidya parishad college for degree and pg courses (A) 	{"stringValue":""}	0	katyayaniaripilli@gmail.com	1				Y
		MQ4EoIRTsTXE1s283o8wuAhr4T53	https://lh3.googleusercontent.com/a/ACg8ocJW8I5EVARA4jRo5USZE5WLRFBIKypHVJsFKeqDMXZrcTR8dYUscQ=s96-c	Tecos	Koribilli 	https://www.linkedin.com/in/nandukumar-koribilli-062ba42a2/	S	He/Him	Other	captured	https://github.com/Nandukumar-koribilli	Nandu Kumar	1	1	0	Gayatri vidya parishad college for degree and pg courses (A) 	https://portfolio-jet-iota-0n0l89y815.vercel.app/	1	nandukumar9980@gmail.com	1				Y
		bh9bfHeU3cWhdbby4JHEpg37d522	https://lh3.googleusercontent.com/a/ACg8ocIuqcro40n59mYrkDKXL2yvYBjH8aff--89ci2OfChplrESHw=s96-c	Tecos	Raza	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Tasneem	1	1	1	Gayatri Vidya parishad college for degree and pg courses A	{"stringValue":""}	0	tasneem78899@gmail.com	1				Y
																								
11	105	3bJSuL5z4RYHFL3nthXdhblBfKF3	https://lh3.googleusercontent.com/a/ACg8ocJskhkpD_FLUZXwcox4BG6z4AOdFEaeV0YW8FzVuTnoUggPAg=s96-c	TechNova	Chaitanya 2024024271	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Balla	1	1	0	{"stringValue":""}	{"stringValue":""}	0	cballa@student.gitam.edu	1				Y
		4uHDj7S2tzWkSyxOKymdRk8ziDa2	https://lh3.googleusercontent.com/a/ACg8ocKTfU0Na2Prgu0obWd0ivmOQz6SXQLAiaTUj5e0fWdRdF3Dsg=s96-c	TechNova	Alasakani	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Pallavi 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	palasaka@student.gitam.edu	1				Y
		Ekz44jYqtqgNL2FY6mYWAzbMzCv2	https://lh3.googleusercontent.com/a/ACg8ocKX9F7UAo7TFBhB-pu6k289RvNIbYw1UkZYHgOhZLgaQJ8GhA=s96-c	TechNova	DAS	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	TIYASA 	1	1	0	{"stringValue":""}	{"stringValue":""}	1	tdas@student.gitam.edu	1	{"stringValue":""}	Many people are willing to volunteer but struggle to find opportunities because information about volunteering events and organizational needs is scattered across informal channels such as WhatsApp groups, posters, and social media. As a result, volunteers miss relevant opportunities and organizations fail to reach the right people at the right time, highlighting the need for a centralized and intelligent system that surfaces active volunteering opportunities based on real demand.	{"stringValue":""}	Y
		FOZrfEAUZSV0lGBwk14d1XYc9pK2	https://lh3.googleusercontent.com/a/ACg8ocJKaUkwoS47vgS1sIQEeexvlKaBUgU5guVqdEPIF0t9-JHGxg=s96-c	TechNova	kadali 2024034746	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Revathi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rkadali@student.gitam.edu	1				Y
		wP1QF2xqf9SVy9Uc3wbXkmZolDo2	https://lh3.googleusercontent.com/a/ACg8ocJw7o6zVhVTUKkRnPoYCQMId2OuZXW2wc2qY_vuRs_3xN0AiO-N=s96-c	Technova	Kiran	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Uday	1	1	0	Lendi institute of engineering and technology 	{"stringValue":""}	1	budaykiran3105@gmail.com	1				N
																								
12	105	FH5NmccxfzXRaCf33MWrizfq5183	https://lh3.googleusercontent.com/a-/ALV-UjUouJ6sb0gTblG5v1O2FklbmaiIKCGvxqwd-Gm_M1Jq6-nmd70Y3V6PYaCe8lDjhz5xn5fFMvDBM8I_GSyDxP_xu0K3NcgYSH2Oip_I9wCcyo7yn1yBJBcAUUqTvDOYFETFRJFkjKQ8W2WbOh08aVLpIqMBLL5aXr0WFoTjjIjngi9KojOxlO5SJYm_aZPPPqIEV3nqdyAHomGHjuo6DcuON8ufaIDJtdGsBsLvwZwk_fs7GPXEsIozCKJ8LdXZVpYzenXanCJgrzRrUnFVaILK0walq867nCcTKVJQvdNqOnTm3V0BDtjd4bntJyHqDVJ-0DhmkMFgWkX3VZa_tGF13v7H0hklfYbu9Z8oWI0b99uT-sG7FxS-sPAJqO8bXCdMN6TL9LA_Hl0Qay_CZqdvO_4o-MfvN1OBuqDrCFv7XyQDwVKAszr3Az-qd82KWry2fmkTygEJStyJy9hgCSLFXac-85AJam7Q1UHeuaTgtrYzk0e2T-o0V3KkJlPQR9ymKGu3-hFQoMB9OM4_4YdKYtGoieRAvAv0v8Seq8GLrWcAol4uoMoB-8mB4noFG41DEGmSsy7GMRS5R34m2ASTPNfwGl8AEM616RwIH3LfwZ6bUFct9JG9P1rzHfDZCYd2T8G_pTI7XcvNaGEGiPG8UBxhfvZwOPjX-fs4dEPstDlY5lpVBuo4LnD_EfynM_veggxqS2bv1BggEawGWffjdd7zbkiTZ7ljBUy4HxOkk_9GFDiQEVbLVDe5volNIMd903QdBsB0hpdBF4GcuihfD6_grqfyMDaVZXj1Uzl5uGqI1mJ-Lx31xvM68x-Ojcv4KqJRVM64iFTQhgB7tPJK5RdVTkPwlHhGfnk5ezH9cc4_1af0C_nFQZ4EDiIcI1mOYJHB6GhjeVv8uYFJ9mHgdI8nUv6T6fUVeUu1UvfrZFU8pnynTTVnOGx8kRf0VfbEdFI4bpgBMluSwfuhuh94cGoko6FdWKbUgoZ5Q3iophR69TWuuLuo4_nxhCjWWosUw98q5tnaZHi0kftDwI1nsmEQnydkRAV0_TfQeL7ODsWn2ja3Ow=s96-c	TeamStrangers	Kompalli 	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Sridhar Naidu 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kompallisridhar145@gmail.com	1				N
		mLo5WGneyZWRKaIqzLFzKfmczgp2	https://lh3.googleusercontent.com/a/ACg8ocLwTD3SG55YUeFJZJhMgvE-Oanof4s_dY6EdqDhDUauoU_SJQ=s96-c	TeamStrangers	Jerusha Havila Reena	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Thathapudi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	jerushajay0305@gmail.com	1				N
		mcYgOnIw6VgF45XcSudMVu08GFi1	https://lh3.googleusercontent.com/a/ACg8ocLF5LCsua7XmokMEG0I80p53q2IzXwYA5v2EmrLI9zgUPpcpv-9=s96-c	TeamStrangers	Devabathula	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Sathvic	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sathvicdevabathula@gmail.com	1				Y
		vDyVP4pDgSeULcl9oQNUD7be60C3	https://lh3.googleusercontent.com/a/ACg8ocKGl20Ka7qMXKgKhP9Z_6P8fL0_arx8N7q_mXDqveJbHYdWwQ=s96-c	TeamStrangers	lokesh	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	koneti	1	1	0	{"stringValue":""}	{"stringValue":""}	1	konetilokesh014@gmail.com	1	Frontend: React / Next.js for web UI, Flutter or React Native for mobile; Backend: Node.js (Express/NestJS) with REST APIs, PostgreSQL/MongoDB, Firebase, storage, and payments Stripe).	Farmers often rely on intermediaries to sell their produce, leading to low profits, lack of price transparency, and limited market access, while consumers face higher prices and uncertainty about product quality and origin. There is a need for a digital platform that directly connects farmers and consumers to enable transparent communication, fair pricing, secure transactions, and efficient delivery of locally sourced agricultural produce.	Krishi Bazaar is website designed to bridge the gap between farmers and consumers by providing a platform for direct communication and transaction. The app allows farmers to list their produce for sale and consumers to browse and purchase products directly from the farmer.  Farmers can create a profile, add their produce with details such as quantity, quality, and price. Consumers can search for products by category, location, and other filters. They can also view the farmer's profile, read reviews, and connect with them to discuss product details or negotiate prices.  The app also offers a payment gateway for secure transactions and facilitates delivery arrangements between the farmer and the consumer. It aims to promote transparency, traceability, and fair pricing in the agricultural value chain, while also supporting small farmers and promoting local, sustainable food systems.  Overall, the Farmer Consumer Connect website aims to create a more efficient and equitable market for both farmers and consumers, while also promoting the benefits of buying locally sourced, fresh, and seasonal produce.	Y
																								
13	106	5dfisvc9vVOBPlZOcZTVy8il4Rt1	https://lh3.googleusercontent.com/a/ACg8ocJxBPotoiRgIGvb2x46_h5R28m20IVPVpu6y2HxjR1QwPw6_Q=s96-c	Team Z	Prakash	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Tejo	1	1	0	Gayatri Vidya Parishad for Degree and PG Courses 	{"stringValue":""}	1	tejohere6@gmail.com	1	React, Next.js, Node.js, Express, AI (LLM), JSON	Most legal problems don’t start in court—they start with confusion, uncertainty, and not knowing what the law even looks at. In India, people facing everyday legal situations often struggle to understand which laws may be relevant, what facts actually matter, and what their basic rights and procedures are. Existing platforms are either too complex or provide misleading certainty, leaving users more confused instead of informed.	The solution is an ethical legal awareness application that allows users to describe their situation in plain language and then explores possible legal domains, relevant laws, rights, and procedures. The system emphasizes uncertainty, asks fact-clarifying questions, and educates users, helping them become better informed before approaching professionals.	Y
		dbeFLNuglsfguJ1eyZ5uzplNkUI3	https://lh3.googleusercontent.com/a/ACg8ocLzwMyxrLsL6aUJgRNSjffSJl1fxcN9o_0ychTyAIgnPnVIY5zG=s96-c	Team Z	Nakka	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Rakesh	1	1	0	Gayatri vidya parishad college for degree and pg courses 	{"stringValue":""}	0	nakkarakesh93@gmail.com	1				Y
		n5wWW9TVTYMNchsqnC3QRWA7m3r1	https://lh3.googleusercontent.com/a/ACg8ocLiFcNO9Dly9zfj1TkbQQbo3fAobrdYemeDAaCA8k1Ihu9SJ1mX2w=s96-c	Team Z	Vinay	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Koduru	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vinaykoduru3@gmail.com	1	React , node js 	Digital health record app for rural areas  	A Digital Health Record App stores patients’ medical details like prescriptions and test reports in one secure place instead of paper. Doctors and health workers can quickly access past records using a unique ID, even in offline mode. This reduces record loss, saves time, and improves healthcare services in rural areas.	Y
		z5BTs028AuVci3ab6YSsyhzE3gg2	https://lh3.googleusercontent.com/a/ACg8ocJon_fED2LnnnyDOT1aDEZnN7tVHVWisNScJCdu_TPNThXNfA=s96-c	Team Z	Sandeep	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Pachikolla	1	1	0	Gayatri vidya Parishad college for degree and PG courses 	{"stringValue":""}	0	sandeeppachikolla@gmail.com	0	{"stringValue":""}	AI-Assisted Government Eligibility and Opportunity Intelligence System	The proposed solution is a centralized, AI-assisted system designed to help users identify their eligibility for government schemes, scholarships, and government jobs or examinations. Users provide basic personal information such as date of birth, state, education level, income range, and employment status. Based on this information, the system applies rule-based eligibility logic using data collected from official government notifications stored in a structured database. An AI-assisted layer is used to simplify complex government documents and clearly explain eligibility results in an easy-to-understand language. The system displays only relevant opportunities along with required documents, application procedures, deadlines, and exam syllabus details. Additionally, users receive notifications when new eligible opportunities become available or when important deadlines approach. This solution reduces information gaps and ensures that eligible individuals do not miss government benefits or career opportunities due to lack of awareness or complexity.	N
																								
14	106	5O1HanVNfqg4khZxq9vGTHgayDR2	https://lh3.googleusercontent.com/a/ACg8ocI1qysCprogK33nleVuVs5dlbAQh0vOtZENmocGwfWIp6NByQ=s96-c	Team geeks	Tejaswini Kancharla 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Tejaswini	1	1	0	{"stringValue":""}	{"stringValue":""}	1	tkanchar2@gitam.in	1	{"stringValue":""}	Recent advances in generative AI have enabled the creation of highly realistic fake videos and audio that can convincingly impersonate real people. Scammers increasingly exploit this technology to commit fraud by posing as family members, company representatives, or authorities to manipulate victims into transferring money or disclosing sensitive information. Elderly users are particularly vulnerable because they: Trust visual and voice cues more strongly Are less familiar with AI-generated content.Often lack tools to verify the authenticity of digital media	The proposed solution is a web-based application that allows users to upload video or audio files and receive a real-time assessment of whether the content is likely AI-generated and potentially part of a scam. The system uses pre trained deepfake and audio spoofing detection models to analyze the media, combines their outputs into a single risk score, and presents the result in a simple and understandable format.	Y
		Y1lmV2fIzZUFFQdtCtUJH91oYmC3	https://lh3.googleusercontent.com/a/ACg8ocIfoS7PDaSSZsXMIT8fbkl1xR2gRtStv2S9V9Mu07di46-9Hw=s96-c	Team geeks	sushanthpopuri	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	sushanth	1	1	0	{"stringValue":""}	{"stringValue":""}	0	spopuri@gitam.in	1				N
		ZLmTh7bDg8QcOkEkpHTN2nfI8WN2	https://lh3.googleusercontent.com/a/ACg8ocJnuIcVj9mdJGnNo22K1jAuDpK_e-w2sfUHdrAryBiFnzv-eg=s96-c	Team geeks	Nadella	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Venkata Dileep	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vnaddell@student.gitam.edu	1				N
																								
15	106	65gS6CdEEVfMrUuM6k9neDmysLn2	https://lh3.googleusercontent.com/a/ACg8ocJ7G8LBPKlkLylnSPM9uvM7gYQu10kHWGGYa-kxjYwUTSNgEw=s96-c	Team AIgnite	Salihundam	{"stringValue":""}	{"stringValue":""}	She/Her	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Hasini	1	1	0	{"stringValue":""}	{"stringValue":""}	0	hasinisalihundam4507@gmail.com	1				Y
		kdTswNqjK1SbwiaHOrXeTBilUQ53	https://lh3.googleusercontent.com/a/ACg8ocL2C2XA_3ikDrz1ZP5YtuqTVlobK4zMT6euLHQFktbxSgKGbw=s96-c	Team AIgnite	Jayasree	{"stringValue":""}	{"stringValue":""}	She/Her	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Karanam	1	1	0	{"stringValue":""}	{"stringValue":""}	1	jayasreekaranam287@gmail.com	1	Frontend: Next.js (Web), Flutter (Mobile) Backend: FastAPI (Python) Database & Storage: PostgreSQL, MongoDB, AWS S3 AI/ML: CNNs & Transformers (Art & Poetry Authenticity) Blockchain: Polygon (NFT-based Ownership Certificates) Authentication: Firebase	In today’s digital world, creators like artists, poets, designers, and traditional artisans have talent but no trusted place to grow. Their work often goes unseen because visibility depends on trends and social media reach, not real skill. At the same time, AI and digital tools make it easy to copy art and literature, leading to plagiarism, loss of credit, and cultural exploitation. Many creators are forced to keep their passion as a hobby because there is no secure platform that protects originality, gives recognition, and helps them earn fairly.	CREATORS VERSE is an AI-powered creative ecosystem built to protect, promote, and pay creators. The platform verifies the originality of artworks and literary content using AI. Once verified, creators receive a blockchain-based digital authenticity certificate (NFT) that proves ownership and builds trust. Creators get dedicated portfolio spaces where their work is discovered based on talent, not popularity. A secure marketplace allows them to sell, collaborate, teach, and earn through auctions, commissions, workshops, and brand partnerships. By combining technology with community and culture, CREATORS VERSE turns creativity into a sustainable profession.	Y
		u6pVsTZ25rOvYdrVvICYpjkiBmq2	https://lh3.googleusercontent.com/a/ACg8ocJT_OayiVPDqRxponw2Y3tyzLjugXFsGko7lWOuVATy5XsDCYo=s96-c	Team AIgnite	Bavisetty	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Santosh	1	1	0	{"stringValue":""}	{"stringValue":""}	0	santoshbavisetty69@gmail.com	1				N
		yGhZH9KoKxTIKkkpIj4Tng2xgxu1	https://lh3.googleusercontent.com/a-/ALV-UjVnMjQWyETr8fBjA1RjHrECE_Bal7uBq3ezMPVAGRGCxomOzPClNTwBYHKBM0hZ--yrAWKeC3aEPdOeBfGuymsx_4gYKUnZnLLdvZmQCPt0rh_pxbs3Q7ZrnIjaEbt6IANuwZP1duVdnPWLeuilTvqpePd1Ouq06rylndRMvZApGJR-3Q96ZtTTbDkiDuC9F_Zs8CyFy1V60yt1Erj5Ih_d6lS17M35XZ-DA3H60Q-DXWxTFjSpS9qrvTxpR3ffdfN4ARkKtxTOL7qRoEHvPSA6G7QzZCTnWxf4u68RAgVn2EHH5Rv_mtfrTJIM_ZIA2x4mLrKecnY6_HmHqlKweqrYXY2aiEiFbKx4STR-yd7vZJ9JMvv8j5wpifkDK-7kelwx47NCf4RhpaocmfQavjOkVsD3Go6agVDay2qPlFtFx_1n4ktWbBc7qiA5SlfGuElauT-FgRdBNNAyCDFYEs-P74exrdE6OOJcTUMb3ZQGEh1wakeUHnKGTZ3dXukMem8iEitjVYpQoZVpJ7ssnxGcGKzDIsRCggWGleFuNVRmZ3uQd1ZIJrswB16juLumyHAVZ67wKQoeqiTkE5lgEcjhFH4mE8ulgEtsANUQEnVnyG2lgKwXNboNNNMmwHmKcwbJusACfmSv8CgSSKxgiZejggFxPcfcY2SOs9eE-Umo9tuvu_pnZxHC16_70eAOxBIDfrLp6rGInRibdqR-20gI89h7Ox5RWKBdgAhwqMpv5uEXaMHXQquYQ-eYSKNFoOU1f2BSIU6qd1unqvllTIBnLZGaOwgBArhxF7lL_6834GBTjeDMWGPnxCmcByT54Uks_hWBIgKMkVo6mQSkc8B62CSZCgAp_IkfcaFnUxUywR0L8nOxrDekUS0ef7mcJWKRC6n8bmPh-DwmLbT9ULJFSGCOIwXMGN4NRjculDifidk86c-F-pMzqF-ImwbUhgIxLaAtUeJknEyJiWNJQdvuFd-2PUOnagvbdb0bjJOao7ShQiRrKhVbp-wi0i8ly-vmm3Rzy-Beyfe5urwM0WNT7-Ke1KtYvygm-7XUGzc2fX6AzZKE1rco=s96-c	Team AIgnite	Lingubari	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Hareesh	1	1	0	{"stringValue":""}	{"stringValue":""}	0	lingubarihareesh@gmail.com	1				Y
		3kOUZz9hxcUAb2fo1LYkrcn1WYf2	https://lh3.googleusercontent.com/a/ACg8ocIZyhzsKUBpP0Wze1UXmue3M1FeUKGWckMnv8yFd8Au_ZOFrg=s96-c	Team AIgnite 	Salihundam	{"stringValue":""}	{"stringValue":""}	She/Her	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Hasini	1	1	0	{"stringValue":""}	{"stringValue":""}	0	hasinisalihundam4507@gmail.com	1	Frontend: Next.js (Web), Flutter (Mobile) Backend: FastAPI (Python) Database & Storage: PostgreSQL, MongoDB, AWS S3 AI/ML: CNNs & Transformers (Art & Poetry Authenticity) Blockchain: Polygon (NFT-based Ownership Certificates) Authentication: Firebase	In today’s digital world, creators like artists, poets, designers, and traditional artisans have talent but no trusted place to grow. Their work often goes unseen because visibility depends on trends and social media reach, not real skill. At the same time, AI and digital tools make it easy to copy art and literature, leading to plagiarism, loss of credit, and cultural exploitation. Many creators are forced to keep their passion as a hobby because there is no secure platform that protects originality, gives recognition, and helps them earn fairly.	CREATORS VERSE is an AI-powered creative ecosystem built to protect, promote, and pay creators. The platform verifies the originality of artworks and literary content using AI. Once verified, creators receive a blockchain-based digital authenticity certificate (NFT) that proves ownership and builds trust. Creators get dedicated portfolio spaces where their work is discovered based on talent, not popularity. A secure marketplace allows them to sell, collaborate, teach, and earn through auctions, commissions, workshops, and brand partnerships. By combining technology with community and culture, CREATORS VERSE turns creativity into a sustainable profession.	Y
		uiQQAI3JK1cSX2kv7cLKGf20SN93	https://lh3.googleusercontent.com/a/ACg8ocIX35fX7150wb_GgU1c-3auYViJoNrf_YPp3TP-Ya1vhaJTmg=s96-c	Team AIgnite 	ABDUL REHMAN	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	23A51A12D1	1	1	0	{"stringValue":""}	{"stringValue":""}	0	23a51a12d1@adityatekkali.edu.in	1	Frontend: Next.js (Web), Flutter (Mobile) Backend: FastAPI (Python) Database & Storage: PostgreSQL, MongoDB, AWS S3 AI/ML: CNNs & Transformers (Art & Poetry Authenticity) Blockchain: Polygon (NFT-based Ownership Certificates) Authentication: Firebase	In today’s digital world, creators like artists, poets, designers, and traditional artisans have talent but no trusted place to grow. Their work often goes unseen because visibility depends on trends and social media reach, not real skill. At the same time, AI and digital tools make it easy to copy art and literature, leading to plagiarism, loss of credit, and cultural exploitation. Many creators are forced to keep their passion as a hobby because there is no secure platform that protects originality, gives recognition, and helps them earn fairly.	CREATORS VERSE is an AI-powered creative ecosystem built to protect, promote, and pay creators. The platform verifies the originality of artworks and literary content using AI. Once verified, creators receive a blockchain-based digital authenticity certificate (NFT) that proves ownership and builds trust. Creators get dedicated portfolio spaces where their work is discovered based on talent, not popularity. A secure marketplace allows them to sell, collaborate, teach, and earn through auctions, commissions, workshops, and brand partnerships. By combining technology with community and culture, CREATORS VERSE turns creativity into a sustainable profession.	N
																								
16	106	WmGGGdTmtgRv49lLfLSgiCtnYx03	https://lh3.googleusercontent.com/a/ACg8ocJwv_mwh5OEQMsXoBZ1zztvndmHx6xFJhugwOrkSrghzJ_tNQ=s96-c	Syntax squad	nagavenkatayukthavanshikakalepalli	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	nagavenkatayukthavanshika	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nkalepal@gitam.in	1				Y
		bTuCjF0ikPe8Yv7YAvoUWgfeeMW2	https://lh3.googleusercontent.com/a/ACg8ocKa-oMctPyNtHjQJCm4vEbGHywMkCSVYEJGsYq1z0flfC69eQ=s96-c	Syntax squad	sujanakasarapu	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	sujana	1	1	1	{"stringValue":""}	{"stringValue":""}	1	skasarap2@gitam.in	1				Y
		ba3Y6ff9off4LamPbxu789L3PWB2	https://lh3.googleusercontent.com/a/ACg8ocKVsYJ09fvkpM0gcy_NTtZP2T3KpQhLaq9DLlRvdKuUZWvKB3E=s96-c	Syntax Squad	Kasarapu	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sumana	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kasarapusumana23@gmail.com	1				Y
		vnj9Igo1CJdfUWyuUZsElAz4M3n2	https://lh3.googleusercontent.com/a/ACg8ocJ8bueGuOFCpg43foXo7g7EN8VCXQtHC7XUxz-A865HZqsePA=s96-c	Syntax Squad	M V	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	RAHUL	1	1	0	{"stringValue":""}	{"stringValue":""}	1	rmariche2@gitam.in	1	{"stringValue":""}	College students often overspend due to the lack of a simple and structured way to track daily expenses and manage budgets. Existing finance apps are not designed for student needs and provide little visibility or timely awareness to parents. This results in poor financial discipline, stress, and inefficient money management during a critical learning phase of life.	{"stringValue":""}	Y
																								
17	106	4lpF8WmKVuSuqpw7txIe5ql0w7u1	https://lh3.googleusercontent.com/a/ACg8ocJn0NhYm1g7UyBM9zV73fowVjcj7w8YvpmWmWbZ90n5s9hR-Q=s96-c	SparkShift	Inapakurthi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vineel	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vinapak2@student.gitam.edu	1				Y
		I4o9ZvQxuoTFPTiJJ1DYvCUvt2P2	https://lh3.googleusercontent.com/a/ACg8ocK8fpTrCCmK8qg6gZ0Z4maHFLZIqGk1JPeljUPzMz4ploQj2g=s96-c	SparkShift	Sricharan Dasamantharao	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Durga	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ddasaman@student.gitam.edu	1				Y
		NOUSVad3fqOtIuNNNnnrMxzFXbs1	https://lh3.googleusercontent.com/a/ACg8ocJXgRNAlrJWkhswGvUvYMpN5UwjIOyWQc8hFmELYQi1ak5mmg=s96-c	SparkShift	Charan Palteru	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sai	1	1	0	{"stringValue":""}	{"stringValue":""}	1	spalter2@student.gitam.edu	1	{"stringValue":""}	Students rely heavily on YouTube for learning, but long videos make revision difficult and time-consuming. Most learners struggle to extract key concepts and create practice material from lectures, which reduces retention and productivity.	{"stringValue":""}	Y
		SmZSN0CXLJZLm6jjlQ3zrKLuoBj1	https://lh3.googleusercontent.com/a/ACg8ocKeC3bRNTOpEdd-lzCIAx1QiwvTNHMyPFN1sjlwUyTCbC7xRw=s96-c	SparkShift	Kumar Kalisetti	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Dhilip	1	1	0	{"stringValue":""}	{"stringValue":""}	0	dkaliset@student.gitam.edu	1				Y
		fBX3AtGBE4fJ3HkwQGGNWNdZ7fk2	https://lh3.googleusercontent.com/a/ACg8ocLFMgBSrFEmg3L6sdMbQWddL7cYqm-H-I9xjmaZCo_3SDCQeQ=s96-c	SparkShift	Sadhanala Sadhanala	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Nirosh	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nsadhana@student.gitam.edu	1				Y
																								
18	106	0PGwdfHq3MUxuj3omAMJFDzK6aq1	https://lh3.googleusercontent.com/a/ACg8ocL_FqSGf2i3R86RQod2bFi3ACECBdcUyicPN_DfgNTdlU3Mhg=s96-c	Return sleep	Bhasuru	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Manudeep	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mbhasuru@student.gitam.edu	1				N
		U3fx8L6FxVM0AMDcf0cU67Xl5g02	https://lh3.googleusercontent.com/a/ACg8ocI7O4BDyCGSzOazhtxGGz36jAUeQwG-Wx4VdMUYuFRGzYDYtw=s96-c	Return sleep	Batchu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Karthik	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kbatchu1@student.gitam.edu	1				N
		gx7aiSi1dVR7LvmtNIFLSaXhkHs2	https://lh3.googleusercontent.com/a/ACg8ocLbL5mxM-cQzRwxgmAxQfZWCkgFsbm-RTFnaXhi9lOYdDtXEQ=s96-c	Return sleep	Kedara Hemanth Sai Raj Appikonda	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Nooka	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nappikon@student.gitam.edu	1				N
		oLofOYTCwIOsdy4Xf2T291WMZj82	https://lh3.googleusercontent.com/a/ACg8ocI1pR-Qr1X9x49x8n5KYV4rreHlBAVoBi_Hilf1IhpMvbVKiw=s96-c	Return sleep	 Tirumala Balaji Charan 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Gogula	1	1	0	{"stringValue":""}	{"stringValue":""}	0	tgogula@student.gitam.edu	1				N
		psKIedCKrqY0ePQtbwUOFK1G5Dk2	https://lh3.googleusercontent.com/a/ACg8ocJj7-LJhJKF6OhS4HQSv3g0gY_P0QC7pVg6Gq4WO_lwMedx9Q=s96-c	Return sleep	Aditya Reddy Velagala	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vinesh	1	1	0	{"stringValue":""}	{"stringValue":""}	1	vvelagal@student.gitam.edu	1	{"stringValue":""}	Users struggle to maintain daily routines consistently due to lack of motivation and engagement in existing task planners.	A gamified daily routine planner that motivates users by rewarding task completion with points, levels, and progress-based incentives to build consistent habits.	Y
																								
19	106	29GOkEIWOiMwA79upDv2X7bYVe12	https://lh3.googleusercontent.com/a/ACg8ocIJGtvQ-FXzwckxl_Zr35i8N19jru5gDGc37YU4g8LdSOYtSA=s96-c	Return 0	Ujji	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	reshmi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rujji@gitam.in	1				N
		8CWdvbrYhPfAvBE0gUymfPxHEVp1	https://lh3.googleusercontent.com/a/ACg8ocKBGsMtT4U0WjnkXcmg9_hNH6jGmFPFSgU0l6MOk6_2id5JuA=s96-c	Return 0	Rachapalli 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Akul Aarya	1	1	0	{"stringValue":""}	{"stringValue":""}	0	arachapa@gitam.in	1				Y
		AYYxbMOREHdlRdUoSfTRCavXV7y2	https://lh3.googleusercontent.com/a/ACg8ocKEQfP1_wFx1VW7u7XzqBwrtzAWuF9OPUExSrYMmnXl3R_1sw=s96-c	Return 0	Ashrith	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Jiten	1	1	0	{"stringValue":""}	{"stringValue":""}	0	pjiten2275@gmail.com	1				N
		FwY6GqLXDKXC190mdYdnpCEoNVA2	https://lh3.googleusercontent.com/a/ACg8ocJqDT_i7lye-dEIHu1sbYgXgOSz-4Aq_akrqm0lFaBDQTYJvPw=s96-c	Return 0	Varma	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Kakarlapudi V S Lalith	1	1	0	{"stringValue":""}	{"stringValue":""}	1	vkakarla5@gitam.in	1	Technology Stack  Core Language  Python 3   Numerical & Scientific Computing  NumPy  SciPy   Filtering & Estimation  Custom EKF implementation (from equations)   Machine Learning  scikit-learn (Linear Regression / Random Forest)   actual)	GPS-Denied Urban Navigation Using Edge AI and Cloud-Assisted Sensor Fusion	We propose a Hybrid Edge–Cloud Navigation System that enables accurate GPS-denied navigation using: Extended Kalman Filter (EKF) for real-time sensor fusion of IMU data Speed–direction correlation models to reduce drift accumulation On-device inference for low-latency motion estimation Cloud-based correction & learning loops using historical trajectory patterns	Y
		ukkwTQL68tNvN4UCkf9yZZdPvCK2	https://lh3.googleusercontent.com/a/ACg8ocIw4_G0kxXCyH7fg66MbAglkU3EVVmZGR8WDHhNO6Aexlz7=s96-c	Return 0	chetannagarapu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	chetan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	cnagarap@gitam.in	1				N
																								
20	106	3Xb7ENSQOwbVUudPA5kmkeBhCuR2	https://lh3.googleusercontent.com/a/ACg8ocLzfCADPs9w7VXJPBO_GvImfXd1J0IiuHXJnE3McvnPTqp03w=s96-c	Rayaan	Kadagala	{"stringValue":""}	{"stringValue":""}	She/Her	Raghu Engineering College	captured	{"stringValue":""}	Madhavi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	madhavikadagala923@gmail.com	1				Y
		AeQmcirpWQbUausCiHhFqm46pvB3	https://lh3.googleusercontent.com/a/ACg8ocL12JFfl1aGojBkuBAeeOygta-hKfI_av1NSuZkMzF1hXFeGIg=s96-c	Rayaan	MATTA MONISH VIJAY	{"stringValue":""}	{"stringValue":""}	He/Him	Raghu Engineering College	captured	{"stringValue":""}	23981A4926	1	1	0	{"stringValue":""}	{"stringValue":""}	0	23981a4926@raghuenggcollege.in	1				Y
		XBLPqxDBnWRlktJjwYuBQbn6kBx2	https://lh3.googleusercontent.com/a/ACg8ocLBarKUqwVuA_dHuPKYz_git4J4oTec__ZNdxNYNg32UkSoAw=s96-c	Rayaan	Kusuma	{"stringValue":""}	{"stringValue":""}	She/Her	Raghu Engineering College	captured	{"stringValue":""}	Kusuma	1	1	1	{"stringValue":""}	{"stringValue":""}	0	yonkhos5@gmail.com	1				Y
		pCf2yQS0Zsfwzkm1ntikFgbi1Z43	https://lh3.googleusercontent.com/a/ACg8ocINhXypRVIiZjA6qDKHB6DDzD_r_xnTmInxv9hWW7pqWFevVw=s96-c	Rayaan	Akhil	{"stringValue":""}	{"stringValue":""}	He/Him	Raghu Engineering College	captured	{"stringValue":""}	Akhil	1	1	0	{"stringValue":""}	{"stringValue":""}	1	akhilcharankumar001@gmail.com	1	Flutter Android App (Voice-First Telugu) + Python FastAPI Backend + AI/ML (Scikit-learn, TensorFlow Lite) + IoT Smart Irrigation (ESP32, Soil Moisture Sensor, Relay) + Firebase + Offline SQLite & SMS Fallback + Blockchain (Polygon)	Indian farmers face severe challenges due to the lack of accessible, localized, and reliable agricultural guidance. Most small and marginal farmers rely on guesswork for crop selection, irrigation, pest control, and market decisions, leading to low productivity and frequent financial losses. Limited internet connectivity in rural areas restricts access to existing agri-tech platforms, while language and digital literacy barriers exclude many farmers from using mobile applications. In addition, inefficient water usage due to manual irrigation practices results in crop stress and resource wastage. Farmers are also affected by middlemen exploitation, lack of transparent market pricing, high equipment costs, and the absence of integrated decision-making tools that support them throughout the entire farming lifecycle. These challenges highlight the urgent need for a simple, inclusive, offline-capable, and native-language farming support system that empowers farmers with accurate, real-time, and end-to-end agricultural assistance.	Kisan Mitra AI is an AI-powered, voice-first, offline-capable smart farming ecosystem designed to support farmers from sowing to selling. The platform allows farmers to interact entirely through voice commands in Telugu, eliminating the need for typing or digital literacy. Farmers receive AI-driven crop recommendations based on soil type, location, season, and weather conditions, along with pest and disease detection using simple mobile images.A key innovation of Kisan Mitra AI is its personalized daily farming checklist, which automatically guides farmers on what tasks to perform each day, such as irrigation, pest monitoring, fertilizer application, and weather precautions. The checklist is dynamically generated based on crop stage, soil moisture levels, weather forecasts, and farmer preferences, and is delivered through voice prompts in the local language. The system also integrates an AI-based smart irrigation solution that operates without manual intervention. Using soil moisture sensors, irrigation is automatically turned ON when the soil becomes dry and turned OFF when adequate moisture is achieved, ensuring optimal water usage. Farmers can monitor and control irrigation remotely through a simple mobile interface or voice commands, even in low-connectivity environments. The irrigation system continues to function offline and uses SMS alerts for critical updates. Additionally, Kisan Mitra AI provides real-time market price insights, transparent blockchain-based supply chain tracking to reduce middlemen exploitation, and a community-driven equipment-sharing marketplace that allows farmers to rent or share costly machinery at affordable rates. Built on an offline-first architecture, the platform ensures continuous functionality using local data caching and SMS fallback, making it highly suitable for rural and low-internet regions. By combining AI, IoT, blockchain, and community collaboration, Kisan Mitra AI empowers farmers with smarter decisions, reduced costs, improved productivity, and increased income.  Expected Impact Reduced crop losses due to timely irrigation and pest alerts Improved water efficiency and lower electricity costs Increased farmer income through better crop planning and fair pricing Empowerment of farmers with minimal digital literacy Sustainable and data-driven agriculture for rural India	Y
		vJw6zT3OtPZyB4J9anHWfcc5PtJ3	https://lh3.googleusercontent.com/a/ACg8ocL4-dOAHhBzJ-hbM_RO9tTvBVBlH-7LaYN0wW7XF0bJwJj4YGCl=s96-c	Rayaan	KADAGALA SANDEEP	{"stringValue":""}	{"stringValue":""}	He/Him	Raghu Engineering College	captured	{"stringValue":""}	23981A4916	1	1	0	{"stringValue":""}	{"stringValue":""}	0	23981a4916@raghuenggcollege.in	1				Y
																								
21	106	6mitixrwkMT4le8WU3Na5iqiUkG3	https://lh3.googleusercontent.com/a/ACg8ocK7yJVI5-m0cQ0YAWpQRtvgFc8zY8cB9ezjxgwTDpUu6OZLVw=s96-c	PhishBusters	Sandhya Pothuraju	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Udaya	1	1	1	N S Raju institute of engineering 	{"stringValue":""}	1	udayasandhyapothuraju@gmail.com	1	{"stringValue":""}	Title :  Fake Message & Scam Awareness Tool Using Intelligent Link and Message Analysis                                                                                              Problem Statement  With the rapid growth of digital communication platforms such as emails, SMS, WhatsApp, and social media, online scams and phishing attacks have significantly increased. Many users, especially non-technical individuals, fall victim to fraudulent messages and malicious links due to lack of awareness and inability to identify suspicious content. These scams often impersonate trusted organizations, create urgency, or promise rewards, leading to financial loss, identity theft, and privacy breaches.	Existing solutions mainly rely on static blacklists or manual reporting, which are often ineffective against newly emerging scams and provide limited explanation to users. There is a need for an intelligent, user-friendly system that not only detects potential scams in real time but also educates users about online safety and scam patterns.  This project aims to develop a Cyber Safety and Scam Awareness Tool that analyzes user-provided links and messages using a multi-layered approach including rule-based detection, machine learning, behavioral pattern analysis, and URL reputation checks. The system generates a risk score, provides explainable warnings, and offers educational insights to help users make informed decisions before interacting with suspicious content.  By combining intelligent detection with awareness and transparency, the proposed system helps prevent online fraud and promotes safer digital behavior among users.	Y
		aZyJAMpMjFXDUcnFLluRNU8Zh4Y2	https://lh3.googleusercontent.com/a/ACg8ocJuaPPV9BUaF7ABtOG01oeVIyy9_vjw9EQalLWp9l2Ifbo2Eqhw=s96-c	PhishBusters	Akhila	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	G	1	1	1	NS Raju institute of Engineering and Technology 	{"stringValue":""}	0	ggurigibellipolnaidu@gmail.com	1				N
		cwA54uo9SgaxV2vLZlMNKqzeUTr1	https://lh3.googleusercontent.com/a/ACg8ocJXgpqfUGNjAVW35SA-KCjvHoEyu0Iuqdko2Vnx3T1PeBs8ng=s96-c	PhishBusters	Nelaturi	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Pavitra	1	1	1	N S RAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY 	{"stringValue":""}	0	pavitranelaturi260@gmail.com	1				N
		hJdusIR7XCSPXQiZjZ2p5tcoEPf1	https://lh3.googleusercontent.com/a/ACg8ocJv8T7ZZfjYzJh_KYD9HBzrGFK2YcgDIlTjNMd-gLE2kAZNMQ=s96-c	PhishBusters	Althi	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Jhansi	1	1	1	N S Raju institute of engineering and technology 	{"stringValue":""}	0	jhansi.althi21@gmail.com	1				N
		j5bPE51E4rNRmxtXNM9OD8oxjA42	https://lh3.googleusercontent.com/a/ACg8ocJdzQK6jq1YylJ3RYuQH3EcKpIa33KSMglUDmkSVTIBJ0F2RK4=s96-c	PhishBusters	Kancharla	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Navya	1	1	1	N S RAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY 	{"stringValue":""}	0	navyakan2005@gmail.com	1				N
																								
22	106	IMDIiTlayvcqT75oxysRjkmQCAF3	https://lh3.googleusercontent.com/a/ACg8ocLm0LCHHbIQIGFvH29jtuwK3-9snrZ8sCjZQ5lKpXWJpMCh1t2Y=s96-c	Nuber	Chandu	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Jaggina gopi	1	1	0	Gayatri vidya parishad college for degree and pg courses 	{"stringValue":""}	0	jgopichandu44@gmail.com	1				N
		JPdmvzLXvGcDwgirI20iqmr7dRc2	https://lh3.googleusercontent.com/a/ACg8ocKjH0HSd2-USnIHOGMZn-k6igbt7-m890sHFQTv3jN0DWJinkg=s96-c	Nuber	Bonu	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Nitin	1	1	0	gayatri vidya parishad college for degree and pg courses	{"stringValue":""}	1	nitin452590@gmail.com	1	Python, OpenCV, MediaPipe, SpeechRecognition, PyAutoGUI	Design a hands-free human–computer interaction system that enables users to control a computer using hand gestures and voice commands, eliminating dependency on traditional mouse and keyboard input	The proposed system allows users to control a computer without using a mouse or keyboard. It uses hand gestures to move the cursor, click, and scroll, and voice commands to open applications and type text. A webcam and microphone capture the user’s actions and convert them into system operations in real time. This makes computer usage easier for people who face difficulty with traditional input devices and provides a more natural and comfortable way to interact with computers.	Y
		Zoz8nkcsJ2XI1X4WFr8xXqDByq93	https://lh3.googleusercontent.com/a/ACg8ocJVYW7oBcLe8aacmRCPwTUIFc59XxhXOiWRHiyCSvOhu4mIpQ=s96-c	Nuber	Chandramouli	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Thanuj	1	1	0	Gayatri Vidya Parishad College for Degree and PG Courses 	{"stringValue":""}	0	chandramoulithanuj7@gmail.com	1				N
		bCQ9i0NU8OMVmuGn2sNM9yDLOdf1	https://lh3.googleusercontent.com/a/ACg8ocIj9OCSZILtX-TBPX2ouKepHyOBhCwRId110bC3clIo1ad8lmk=s96-c	Nuber	Bugatha	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Mouli Ritchie 	1	1	0	Gayatri Vidya Parishad college for degree and pg courses 	{"stringValue":""}	0	megamortor@gmail.com	1				Y
		llSjhY83EVXmNgiRDonvogv3aop1	https://lh3.googleusercontent.com/a/ACg8ocLZaMpDKnGwexbfqkbfCZ1y_BEd0y18EyB79ZzLKhutijd9MDac=s96-c	Nuber	B	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Chaitanya	1	1	0	Gayatri Vidya parishad college for degree and pg courses 	{"stringValue":""}	0	chaitanyabade388@gmail.com	1				N
																								
23	106	BLcuVKq8IRafc6AuPIrZu6jLVLH2	https://lh3.googleusercontent.com/a/ACg8ocL5raJsRT6DbtEKlK2yHayyf4BLJwcoIu-bmxVpEq53t4qrxw=s96-c	Nexus	Gami	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Harini	1	1	0	{"stringValue":""}	{"stringValue":""}	1	hgami@student.gitam.edu	1	Flutter, fire base, Google colab, scimitar learn,Google looker studio,python	Many students struggle quietly. They attend classes, submit assignments, and appear “fine” on the surface, while internally dealing with burnout, exhaustion, or loss of motivation. Most students do not openly ask for help, and by the time educators notice a problem, academic performance has already dropped or the student is close to giving up. Current support systems rely heavily on surveys, self-reporting, or visible failure, which means help often arrives too late. There is a genuine gap between when a student begins to struggle and when support reaches them. What is missing is a respectful, non-intrusive way to notice these early signs and offer support before a student feels overwhelmed or invisible.	Silent Struggle is a gentle, privacy first support system designed to identify early signs of burnout and disengagement in students before they turn into academic or emotional crises. The system works by learning each student’s normal academic behavior over time such as login consistency, assignment submission patterns, and participation regularity without accessing any personal messages or sensitive information. When meaningful changes from a student’s usual pattern are detected, the system generates a simple risk indicator rather than a diagnosis. This indicator helps mentors, educators, or support staff reach out at the right moment with understanding and support. Silent Struggle does not replace human care; it quietly assists it by ensuring that students who are struggling silently are not overlooked.	Y
		D19qAgoZZlNn9uAT2SCZKmbfa8I2	https://lh3.googleusercontent.com/a/ACg8ocKYDcj5G_EV_oyS3WhVSRiyRZg8y01A0NUA4iQx-Wn3yLBCHw=s96-c	Nexus	Anjelita Karakavalasa	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Venkata	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vkarakav@student.gitam.edu	1				N
		O04nljB4oZhFgCP1jeyK40kxOwg2	https://lh3.googleusercontent.com/a/ACg8ocLqYdMCg6NmMWq3DjCVeNvqT-aX-PaC7qYUkwS06E6eVpGILw=s96-c	Nexus	Saheb Shaik	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Hasin	1	1	0	{"stringValue":""}	{"stringValue":""}	0	hshaik1@student.gitam.edu	1				N
		qKZTFb43QAMNxZqSwUt5hbNFV7H2	https://lh3.googleusercontent.com/a/ACg8ocLmdaYmDoHUpjmrE1ygA6rt6jaHVRkLD2Ha9_VbePxgFO6jtg=s96-c	Nexus	Singh	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Jaswant	1	1	0	{"stringValue":""}	{"stringValue":""}	0	jsingh1@student.gitam.edu	1				N
		yJR6ylfkjRNinpcFw6yBO8Co7eJ3	https://lh3.googleusercontent.com/a/ACg8ocL2y863-hUqexK7crGEMTNFi5HhXZwrLxt08YgbR_kJe86jYw=s96-c	Nexus	Suarpelli	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Jagruth	1	1	0	{"stringValue":""}	{"stringValue":""}	0	jsuarpel@student.gitam.edu	1				N
																								
24	106	90ebFtMYwXYNaRuKUDV4ZjY3iK62	https://lh3.googleusercontent.com/a/ACg8ocLWdxVipku3psYADR3P1Gg_sRaXuwtdaFA6dK-RT1XSZgLOQA=s96-c	Nextgen coders	Appikonda	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Chaitanya	1	1	0	{"stringValue":""}	{"stringValue":""}	0	chaitanyaappikonda08@gmail.com	1				N
		UQOuN9UtYahYIb4lnG9UZkidyLN2	https://lh3.googleusercontent.com/a/ACg8ocI2SjXjnGjyIX7ffuK0ail_bv1hrL_hQ-pdoFV-NsdU7ILRp1EAOw=s96-c	Nextgen coders	Mani karthik	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Aravala Muneesh 	1	1	0	{"stringValue":""}	{"stringValue":""}	1	muneesharavala@gmail.com	1	React.js, Node.js, Express.js, Firebase (Authentication & Firestore), HTML, CSS, JavaScript, QR Code API	Students and event participants often miss important updates related to registrations, schedules, venue changes, and announcements because information is spread across multiple platforms like WhatsApp, emails, and posters. This lack of a centralized system leads to confusion, poor coordination, and reduced participation in college events and hackathons. 	We propose a centralized smart event management platform where organizers can create events, publish updates, and manage registrations, while participants can access all event-related information in one place. The system provides real-time notifications, QR-based check-ins, and secure authentication, ensuring smooth communication, better engagement, and efficient event management. 	Y
		pkZWsEBE6fSXwSpHuEJBzPfnC9t2	https://lh3.googleusercontent.com/a/ACg8ocKIx0Wy5UfPDERaNhjNNe803CCotKjEZlGn80vdLw0VjVmS0AL_=s96-c	Nextgen coders	Muddapu	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Charan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	charanmuddapu@gmail.com	1				N
		sTclvu0zhAVu41sbrr0XIBU1Y8M2	https://lh3.googleusercontent.com/a/ACg8ocK-UDqBDpIe2argFuOXgksumeRxN-9M450ZZ9QKz7xdse7Z4w=s96-c	Nextgen coders	Kurmana	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Rajamouli 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rajamoulikuarama103@gmail.com	1				N
		xjco9kPb2HYMvKHRsc2bdGMDTo22	https://lh3.googleusercontent.com/a/ACg8ocKjPedP8-f4xXjj6hNmE9CrX9rHDEovEc7x6JyMn6VP7Mqedf8O=s96-c	Nextgen coders	Dillu	{"stringValue":""}	{"stringValue":""}	He/Him	Aditya Institute of Technology and Management	captured	{"stringValue":""}	Dileep	1	1	0	{"stringValue":""}	{"stringValue":""}	0	dileepkumar6015@gmail.com	1				N
																								
25	107	9yMVEqqejIPLhtJMh68BVqNLA4y2	https://lh3.googleusercontent.com/a/ACg8ocJVzcmeq-zD201fLL3skb6U-mq0UiqwH9cdReXfbb-GcEZq7Q=s96-c	NetPulse	ANUPSHREE 2024007294	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	GARIKINA	1	1	0	{"stringValue":""}	{"stringValue":""}	0	agarikin@student.gitam.edu	1				N
		FbaMpv18CTcXbqHufNF45kNOmPz2	https://lh3.googleusercontent.com/a/ACg8ocJnwsLNS_r-Fjrd0CaDEgFedHpodWtyBwrUkhFXt8XRGznVLQ=s96-c	NetPulse	SAM KUMAR 2024039098	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	KADALI	1	1	0	{"stringValue":""}	{"stringValue":""}	0	skadali@student.gitam.edu	1				N
		S8diCmeUoFQDkqcpnQ1fJ8aKhfH3	https://lh3.googleusercontent.com/a/ACg8ocLh_YRxM1hlZV8g5AtjEcwE3Lsz6AWUVkuKWX0jND3SM4ijQj4=s96-c	NetPulse	Geeta	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Geeta	1	1	0	{"stringValue":""}	{"stringValue":""}	0	geetasravanthi1224@gmail.com	1				N
		x2dYC28qGWgXG37QtTeJZCgdlfT2	https://lh3.googleusercontent.com/a/ACg8ocLdnCuVfKPP4j69wqvhTNrMNsfoi8JIIxBWYrQGuF0MVUohqQ=s96-c	NetPulse	SUSHMITHA	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	POLA	1	1	0	{"stringValue":""}	{"stringValue":""}	0	spola@student.gitam.edu	1				Y
		zYaINQvAvqQ7HSKgh1UnIomrNMo2	https://lh3.googleusercontent.com/a/ACg8ocKnYiAUSiFh6lMBPLylSlPTa2bTCAyMn3kJseVV5YOma63Q6g=s96-c	NetPulse	KARTHEEK 2024089663	{"stringValue":""}	{"stringValue":""}	They/Them	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	GURUGUBELLI	1	1	0	{"stringValue":""}	{"stringValue":""}	1	kgurugub@student.gitam.edu	1	React, JavaScript, Firebase	Today, many mobile and web applications stop working when the internet becomes unstable or goes offline. During such situations, users lose important actions like form submissions, attendance, likes, or messages. At the same time, the app experience breaks completely as content such as videos, reels, or lessons stop loading. This creates blank screens, failed actions, and frustration for users. Although some large apps handle parts of this problem internally, their solutions are app-specific and complex. Small developers, startups, and public service apps often cannot afford to build such systems. This problem is common in rural areas, during travel, power cuts, or network congestion. Students, doctors, and citizens are especially affected by unreliable digital services. As a result, users lose time, data, and trust in digital platforms. There is a need for a simple, reusable, and affordable solution that keeps apps usable even when the internet fails.  "While scrolling Instagram reels, if the internet suddenly goes off, new reels stop loading and the app becomes unusable. This shows how apps fail to handle internet interruptions and break the user experience."	1.A Universal App Inverter Platform inspired by electrical inverters that keeps apps working during internet outages.  2.When internet is available, it stores important user actions and preloads relevant content within safe limits.  3.When internet goes off, users can still view content and perform actions without interruption.  4.All offline actions automatically sync back to the server when connectivity returns.  5.Unlike existing solutions, it combines data reliability and content continuity in one plug-and-play platform.  6.Offered as a developer SDK with free basic features, paid advanced plans, and enterprise licensing.  7.Helps students, healthcare workers, citizens, and everyday users by reducing the digital gap caused by unstable internet.	Y
																								
26	107	LXxnFQR1ngVQkSnRtZgkwzEOQVC2	https://lh3.googleusercontent.com/a/ACg8ocKKXzuOtJ3pkm761jPLZ2K54Y095hs1rdkPD5jcsm8QfVfV7hZ-=s96-c	Innovix 	Satya	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Prem	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sathyaprem857@gmail.com	1				N
		iAdbXddtNcheXFIWSb9jnBS3qcl1	https://lh3.googleusercontent.com/a/ACg8ocJCbXgit9MH28bdy9b1YwTNTpjLEt0bsFufZbVMkW-FMbn8jg=s96-c	Innovix 	Runkana	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Nikhil	1	1	0	{"stringValue":""}	{"stringValue":""}	1	nikhilrunkana@gmail.com	1	Html CSS for front end JS SCRIPT node.js for backend & Firebase 	Small and Medium Enterprises (SMEs) face significant power consumption wastage due to limited visibility into machine-level energy usage. Machines often run during idle periods, consume excess power due to faults or overheating, and lack real-time monitoring. Existing systems are expensive, complex, or provide only total energy data without actionable insights. This results in higher electricity costs, reduced efficiency, and increased operational losses. There is a need for a cost-effective, real-time energy monitoring and alert system tailored specifically for SMEs to identify, track, and reduce power wastage at the machine level.	 SmartPlant* *SmartPlant is a real-time industrial energy monitoring platform designed to reduce power consumption wastage in SMEs. It provides: Machine-wise power, energy, and temperature monitoring Real-time dashboards with realistic update intervals Instant alerts for abnormal or idle power usage Worker-to-admin request and notification system Centralized admin portal for monitoring, approval, and decision-making Historical energy data for analysis and optimization By enabling instant visibility and faster corrective actions, SmartPlant helps SMEs cut unnecessary power usage, lower energy bills, and improve operational efficiency, while remaining lightweight, scalable, and affordable.	Y
		jbQSG1QXOLVULUN1EQQBv2Wvkw52	https://lh3.googleusercontent.com/a/ACg8ocKyKKYXwHKXIgZdkz8Dl42tboDPoe1wMvHlclvWW8LutiXGJao=s96-c	Innovix 	lohith	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Pediredla	1	1	0	{"stringValue":""}	{"stringValue":""}	0	veerasatyadurgalohith2008@gmail.com	1				Y
		worYeck0lZY9c8jnat3Ywdy35jT2	https://lh3.googleusercontent.com/a/ACg8ocJyFEzLZKutbp-TAcOmnnJxsGAcG043C3Oy8BjEBsXGN2Yn55l5=s96-c	Innovix 	Tanna	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Dusyanth	1	1	0	{"stringValue":""}	{"stringValue":""}	0	dushyanthtanna@gmail.com	1				Y
																								
27	107	1Hto8AzAapSMwfM7E1Mc0LQUbaF3	https://lh3.googleusercontent.com/a/ACg8ocKIfgbVeKvSKVkF-V9qdl6iUVZxcILfnD36P6EJhGlCnsNFjQ=s96-c	Innov	Srihaasini 2024010262	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Bommareddy	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sbommare@student.gitam.edu	1				Y
		U3KK8iS4arcg8R7PtxNh6kUNze52	https://lh3.googleusercontent.com/a/ACg8ocIVrh4r511T2T3nT305pTIpODj5UgDnvWrsaY-5p-T2tY4T9w=s96-c	Innov	Manyam	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Priya	1	1	1	{"stringValue":""}	{"stringValue":""}	0	pmanyam@gitam.in	1				Y
		mRyu3ebkg5T29ruPCvQO0SGabFU2	https://lh3.googleusercontent.com/a/ACg8ocItIzk-LSXzYXuUgoVkJCEsYPXP_wYr2lRVpIougYP08hWZUg=s96-c	Innov	harshitaratnala	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	harshita	1	1	0	{"stringValue":""}	{"stringValue":""}	1	hratnala@gitam.in	1	Python , Frontend - (HTML CSS)	BlindGo – Smart Glasses for the Visually Impaired	BLINDGO is an innovative Android-based assistive application designed to empower individuals with
 visual, speech, and memory impairments by enabling greater independence in daily life. The system
 integrates real-time GPS navigation, camera-based text recognition, trusted-person face identification,
 AI-powered object detection, and a fully voice-controlled interface.
 Using live location tracking, the application provides spoken turn-by-turn directions such as left, right,
 and straight, helping visually impaired users navigate safely. The built-in OCR module captures printed
 text through the device’s camera, converts it into speech, and allows the user to control playback with
 simple voice commands like play and stop.
 A major enhancement in this version is the real-time object detection system. Using deep-learning
 vision models, BLINDGO identifies surrounding objects such as vehicles, doors, stairs, obstacles, or
 household items and announces them to the user. This capability significantly improves environmental
 awareness, safety, and independent mobility.
 Another key feature is the trusted-person recognition system. Users can train the application with
 photos of specific individuals, allowing the app to identify and speak out the name of the person in front
 of the user in real time. This increases confidence and security for people who rely on familiar
 individuals.
 The entire application is operated through a large, accessible microphone button or by the wake word
 “Hey Dynamo,” ensuring hands-free control for users with vision limitations.
 BLINDGO introduces a unified platform that merges navigation, OCR, face recognition, and intelligent
 object detection into a single accessible solution, unlike existing applications that handle these tasks
 separately. With its colorful, animated, and Braille-inspired UI, the project aims to create an intuitive and
 inclusive digital assistant tailored specifically for differently-abled individuals.
 Keywords: Assistive Technology, Voice Control, OCR, Face Recognition, Object Detection, Navigation,
 Accessibility, Disability Support.	Y
		nTudzIDli8TJxVWa1EqzfA8Vw4e2	https://lh3.googleusercontent.com/a/ACg8ocIrzGactZYmMy0osSUh5xozeuNMikcg47jPz3iBDNwmFCEHQMw=s96-c	Innov	Harshit	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	GVR	1	1	0	{"stringValue":""}	{"stringValue":""}	0	gvrharshit@gmail.com	1				N
		xW0hzov9dVdap2j0iRUwySXEzBf1	https://lh3.googleusercontent.com/a/ACg8ocJaL6VwV_z92OVKgXVTHQxgurzhANTn9FRN5wnG4OFGaSs53oY=s96-c	Innov	SAI	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	POLIPILLI MUKESH 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mukesh19222326@gmail.com	1	Python, Frontend(HTML, CSS)	BlindGo – Smart Glasses for the Visually Impaired	BLINDGO is an innovative Android-based assistive application designed to empower individuals with
 visual, speech, and memory impairments by enabling greater independence in daily life. The system
 integrates real-time GPS navigation, camera-based text recognition, trusted-person face identification,
 AI-powered object detection, and a fully voice-controlled interface.
 Using live location tracking, the application provides spoken turn-by-turn directions such as left, right,
 and straight, helping visually impaired users navigate safely. The built-in OCR module captures printed
 text through the device’s camera, converts it into speech, and allows the user to control playback with
 simple voice commands like play and stop.
 A major enhancement in this version is the real-time object detection system. Using deep-learning
 vision models, BLINDGO identifies surrounding objects such as vehicles, doors, stairs, obstacles, or
 household items and announces them to the user. This capability significantly improves environmental
 awareness, safety, and independent mobility.
 Another key feature is the trusted-person recognition system. Users can train the application with
 photos of specific individuals, allowing the app to identify and speak out the name of the person in front
 of the user in real time. This increases confidence and security for people who rely on familiar
 individuals.
 The entire application is operated through a large, accessible microphone button or by the wake word
 “Hey Dynamo,” ensuring hands-free control for users with vision limitations.
 BLINDGO introduces a unified platform that merges navigation, OCR, face recognition, and intelligent
 object detection into a single accessible solution, unlike existing applications that handle these tasks
 separately. With its colorful, animated, and Braille-inspired UI, the project aims to create an intuitive and
 inclusive digital assistant tailored specifically for differently-abled individuals.
 Keywords: Assistive Technology, Voice Control, OCR, Face Recognition, Object Detection, Navigation,
 Accessibility, Disability Support.	Y
																								
28	107	RDqm1mVIF1R8GyLzB1ceY2DdpME3	https://lh3.googleusercontent.com/a/ACg8ocKwhPJwWj1cCTjSfbFhthEWV3WrY1bFLxoZ3HEChbHSzXriFw=s96-c	InnoMinds	Gatte	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Manasa	1	1	1	{"stringValue":""}	{"stringValue":""}	0	manasagatte27@gmail.com	1				Y
		Wws5BTgH4XSue4mYpRaFGzjv2Vw1	https://lh3.googleusercontent.com/a/ACg8ocKKnCVjXgY26RqUDFRnq06-ClhdyRVSoYqXbZYzRN9LzvBbWJb0=s96-c	InnoMinds	Puritigadda	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Vivek	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vivekporitigadda@gmail.com	1				Y
		ohWrF0lmBWSeGqlfRzE8SsyrAOv1	https://lh3.googleusercontent.com/a/ACg8ocLw6VfR8F-2DOxEI8p22xQNBkZ1Wgvsv3PSOEbd8o1La7jm6rgGcg=s96-c	InnoMinds	Harshitha	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Ramya	1	1	1	{"stringValue":""}	{"stringValue":""}	0	ramyaharshitha06@gmail.com	1				Y
		pFb71mq2okM8IhDHCBJQFnShZaM2	https://lh3.googleusercontent.com/a/ACg8ocLX4OT0MVDxQO8CPTWgAnBS6xWttncI3kk3d4cBD2wXR6aRjlAmsA=s96-c	InnoMinds	Dhanush	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Dhanush	1	1	0	{"stringValue":""}	{"stringValue":""}	1	dsai2721@gmail.com	1	Flutter / FlutterFlow,Google ML Kit (optional),Speech-to-Text(Google Cloud) ,Text-to-Speech(Google Cloud) 	Drishti is a mobile-based, voice-activated AI vision assistant designed to empower visually impaired and elderly users by helping them understand their surroundings in real time. Using simple voice commands such as “Hey Drishti” or “What is in front of me?”, the application automatically activates the smartphone camera, captures an image of the user’s environment, and analyzes it using a deep learning–based computer vision model. The system detects everyday objects like people, doors, chairs, vehicles, and obstacles, converts this visual information into a clear and human-friendly description, and then speaks the description aloud, enabling users to safely and independently navigate their surroundings. Drishti focuses on accessibility, simplicity, and real-world usability, making it suitable for visually impaired individuals without requiring technical knowledge.	Drishti provides a software-only, smartphone-based solution that combines: Voice interaction Camera-based object detection AI-generated scene descriptions Audio feedback All interactions are hands-free and voice-driven, making the application intuitive and accessible.	Y
																								
29	107	3ry0i6Eb3MhaRGwcLC2Ek3QUG2X2	https://lh3.googleusercontent.com/a/ACg8ocJpn2aFIFPnWZg0nUqC3eLCNYXYpbZK-Jn765sPOVMa2iRdLQ=s96-c	Heart pirates	BVS	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Aneesh 	1	1	0	Avanthi institute of engineering and technology 	{"stringValue":""}	1	ciriusblacc39@gmail.com	1	CrewAI, langraph, supabase, RAG, React, FastApi	Modern financial apps are passive "rear-view mirrors"—they only show you a pie chart of money you have already lost after you’ve spent it. This fails to solve the root cause of financial instability for Gen Z and gig workers: Impulse Buying and "Doom Spending" (emotional spending). Users have income but lack the real-time discipline to pause, evaluate, and reject unnecessary purchases in the moment.	Fincil replaces the passive tracker with an Active "Agentic" Council. Instead of a lonely decision, every purchase request triggers a real-time debate between three AI agents:  The Miser (Risk Agent): Ruthlessly protects your savings and cites your past wasteful habits.  The Visionary (Growth Agent): Advocates for purchases that have high utility or ROI.  The Twin (Judge): Issues a final verdict based on your specific financial goals.  The system features a unique "Rebuttal Loop" (Human-in-the-Loop). If the Council says "No," the user can argue their case (e.g., "I have extra cash this month"), forcing the agents to re-evaluate the decision based on the new context—turning financial discipline into a gamified negotiation.	Y
		JCDEzzRl1KdYgYeMCCCOi6CpAIV2	https://lh3.googleusercontent.com/a/ACg8ocJEQtSCm3sqpO7LQuhUIAZZx-SIx9NUYIzwNmGKvagdEGnqlQ=s96-c	Heart pirates	Deevi	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Geetha Devi 	1	1	0	Avanthi Institute of Engineering & Technology 	{"stringValue":""}	0	geethadevi2815@gmail.com	1				N
		SChWx9ZD31TK4XDS7oSGJnkDCP82	https://lh3.googleusercontent.com/a/ACg8ocJA9AXkirahRntczUlfYHUgQB04p8uY1E9taIQj4Yp4x32rig=s96-c	Heart pirates	Ch	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Vishal	1	1	0	N S Raju institute of engineering and technology 	{"stringValue":""}	0	vishalchipurupalli336@gmail.com	1				N
																								
30	107	5p8pEhN9bfdDRRgo5ABkfIOzQGA2	https://lh3.googleusercontent.com/a/ACg8ocLPJexVPfs3H8lLcOyHiSOFE__xGdGqVR9TTWgWoAIochWnMA=s96-c	Google Data Flow	niharrouthu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	nihar	1	1	0	{"stringValue":""}	{"stringValue":""}	1	nrouthu@gitam.in	1	{"stringValue":""}	Every day, huge amounts of edible food are wasted by restaurants, hotels, events, hostels, and supermarkets, while many people nearby lack food. The major issue is: 1. Wastage information is not available in real time. 2. NGOs are informed too late. 3. Food spoils before redistribution.	Developing  a real-time surplus food sharing app that connects restaurants, hostels, events, and supermarkets with nearby NGOs and volunteers.How it works Food providers instantly report surplus food.System sends real-time alerts to nearby NGOs.NGOs/volunteers accept and collect food quickly. Expiry-time tracking ensures food is picked up before spoilage. Result is Less food waste Faster NGO response.Fresh food reaches needy people on time	Y
		GA2K0L3lzig9Z7Owi3zPvlM8NM23	https://lh3.googleusercontent.com/a/ACg8ocIj2w1yqMwj0MpxT4mNSmqxUur4ebo0srDywDBK7gMBPJtM8A=s96-c	Google Data Flow	harshitadowluru	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	harshita	1	1	1	{"stringValue":""}	{"stringValue":""}	0	hdowluru@gitam.in	1				Y
		bAUrQF3ieKVrDDTuVsuuOM80xIN2	https://lh3.googleusercontent.com/a/ACg8ocKMxTxUnnnReyX6nEsc22boxPFtUu7r3N8ZtQ5QuMl1DRSosA=s96-c	Google Data Flow	Kodukula	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Neelima	1	1	1	{"stringValue":""}	{"stringValue":""}	0	nkodukul@gitam.in	1				Y
		lAuqIRE99kSfwQSRXPGtr3dqlhk2	https://lh3.googleusercontent.com/a/ACg8ocIdUH3uAOYfnI4cBmCMTQgSH-OQJkbjXGSdPKMDmQvV176qHA=s96-c	Google Data Flow	Ramisetty 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Hema Chandrika	1	1	1	{"stringValue":""}	{"stringValue":""}	0	hramiset@gitam.in	1				Y
		x40PGQjMOWgbac2VAyLmiJqzUpL2	https://lh3.googleusercontent.com/a/ACg8ocJgtpABibXa__GitODrKr9qQu10xZzwoiscpCWO7ynEFE0xxn0=s96-c	Google Data Flow	Teki	{"stringValue":""}	{"stringValue":""}	He/Him	Raghu Engineering College	captured	{"stringValue":""}	poorna chandra sekhar	1	1	0	{"stringValue":""}	{"stringValue":""}	0	poornachandra7000@gmail.com	1				N
																								
31	107	550WlDZNPNXQj01HQoF3UX5ylPN2	https://lh3.googleusercontent.com/a/ACg8ocJT3calM0psM4LSOxrQPN7kiKswl-DGFB2QrR65Pz7EOPmxbA=s96-c	Delight coders	Ravada	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Tejeswara Rao 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	teja.ravada1@gmail.com	1				N
		7eLbbgixHsMXzCXt1quMAFbil1A3	https://lh3.googleusercontent.com/a/ACg8ocJbjIt--juICnYrH_I6aixEmtQF9rI6ZYjIi_2ydp6JQcyM5g=s96-c	Delight coders	Panchadarla	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Janaki Ram	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rampanchadarla9406@gmail.com	1				N
		Hw1MlP0SYLUJWkuzNMuVpIsQTky2	https://lh3.googleusercontent.com/a/ACg8ocKemwDmWjsiPr51jP1s20Djn0g3chxG0kUdCpDeqhFnKvhZ5kg=s96-c	Delight coders	Pothirendi	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Hari sagar	1	1	0	{"stringValue":""}	{"stringValue":""}	0	haripothirendi@gmail.com	1				Y
		KlMi6AexbmWlFhmUtlPlXWnmg7Q2	https://lh3.googleusercontent.com/a/ACg8ocIZ68prqSukf5vmtLdyMRVe-dknXYsOv9QRCvXH8lUobkdVMQ=s96-c	Delight coders	Valluru	{"stringValue":""}	{"stringValue":""}	She/Her	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Dhrusya	1	1	1	{"stringValue":""}	{"stringValue":""}	0	dhrusya.valluru@gmail.com	1				Y
		pKhxKTMIaPc4WcUmxdUrrDuvfPR2	https://lh3.googleusercontent.com/a/ACg8ocIrW5llc32uUdQNoGrOU_LNwnwlibYGQ3dWPMTpIcyjaV1qpuSC=s96-c	Delight coders	Pilla	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Dimpu sashank	1	1	0	{"stringValue":""}	{"stringValue":""}	1	dimpusashank.pilla2008@gmail.com	1	transformer based NLP models , vision transformer for , graph neural networks , The Apache kafka, Flunk , FAST API , PostgreSQL , Elasticsearch , Docker with Kubernetes	Nowadays the ai generated misinformation and pictures are spreading rapidly and some people are trusting those type of ai generated misinformation during the elections, calamities , disasters ,crime etc.,due to this we were facing misinformation flood leading to panic of public, social harm ,intrusive decisions.	So the solution for this is a real life practical solution is building a software which works as real-time misinformation detection system which first checks the various formats of modern ai models, then checks the content from trusted sources and APIs also government released official news , this controls the videos, audio , pictures and misinformation created by ai which makes them blocked content ,shows that the content is risky by giving it a red flag or showing sensitive content. So the system can be built using  tech stacks includes transformer based NLP models and vision transformer for content analysis, graph neural networks for detecting coordinated bot activity.The Apache kafka and Flunk for real time data streaming, FAST API for backend services , PostgreSQL and Elasticsearch for storage and search , and Docker with Kubernetes on cloud platforms like AWS or GCP for scalable deployment, so this my solution for the problem today's society facing and will face a more in future	Y
																								
31	107	9hJgTkqN8HUv9uqpWfb0VeqfG8f1	https://lh3.googleusercontent.com/a/ACg8ocIUogKrjbo5niqupITMofzwD304SfRwlP4BwtAXtzfAiIzl8SUO=s96-c	Cyber Nexus	Poojitha	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Divya	1	1	0	{"stringValue":""}	{"stringValue":""}	0	divyapoojitha18@gmail.com	1				N
		RRITfgeTakdlGng5HSW77fUP2DE2	https://lh3.googleusercontent.com/a/ACg8ocKQq-xl1ZCQCT9Us3tdsoa9kH_Pum8ajoaBzmpvK0K9vNds=s96-c	Cyber Nexus	Siripurapu	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Krishna Priya	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ksiripur@student.gitam.edu	1				N
		a9YnFHLs4KWOQF7W6fOgt65oxFD3	https://lh3.googleusercontent.com/a/ACg8ocJaql4nmdW9d_RscfzRC576EEYrRjDviEMCvq2KNjcXFSkjWg=s96-c	Cyber Nexus	Sathiraju	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Venkata Vinayaka Aneesh Raju	1	1	0	{"stringValue":""}	{"stringValue":""}	0	aneeshsathiraju@gmail.com	1				Y
		oN4okuUFO1c3xkGKCoKX5grc3jD3	https://lh3.googleusercontent.com/a/ACg8ocJC_eFKwT8oHa7hZ5xoYvBUkTKsG6hARu-bbRp9hcT_2NMgnQ=s96-c	Cyber Nexus	Sreenivas Peddagopu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Shanmukh	1	1	0	{"stringValue":""}	{"stringValue":""}	1	speddago@student.gitam.edu	1	Frontend: React Native (Expo), TypeScript Backend: Node.js (NestJS), OpenAI API DB: PostgreSQL (Supabase), Prisma	Millions of people today struggle with addictions like porn, smoking, alcohol, and social media. Not because they are weak, but because their brains have been tricked into believing these addictions help them feel better, reduce stress, or escape problems. In reality, these habits slowly destroy confidence, focus, relationships, and mental health.  Authors like Allen Carr (quit smoking) and the “Easy Peasy Way to Quit Porn” method have already proven that addiction can be beaten by changing how people think about the addiction, not by forcing willpower or restriction. These books have changed many lives and helped people break free by showing them that the addiction gives nothing and only takes. ​  But there is a big problem: people today are so used to short-term dopamine (reels, shorts, endless scrolling) that they cannot sit and read a book or remember its lessons for long. Even if they read once and feel motivated, life goes back to normal, they forget the key ideas, and the old addiction patterns return. The knowledge is powerful, but it is not reinforced daily.  So the real issue is this: we already have powerful methods to quit, but they are locked in books that people either never finish, never apply consistently, or quickly forget. There is no simple, personalized, daily system that takes these proven ideas and feeds them to the modern, distracted brain in small, engaging, consistent doses until the old brainwashing is fully broken and the person no longer wants the addiction.  Research validation:     1) Smoking: India has around 100 million smokers and over 250 million tobacco users, with both men and women affected, including school-going youth. Source : https://gsthr.org/countries/profile/ind/1/  2) Porn: India is among the top countries in porn consumption; studies show millions of adults and many young people use porn, with a significant share showing addiction-like patterns, in both men and women. Source : https://pmc.ncbi.nlm.nih.gov/articles/PMC12242039/  3) Social media: Around one-third of Indian students show social media addiction like behavior, with heavy daily use linked to anxiety, poor sleep, and lower academic performance. Source : https://sanaroohealthcare.com/social-media-addiction-and-mental-health-the-hidden-epidemic-among-indian-youth  4) Relapse is high: Across addictions, 40–60% of people relapse within 1 year, even after treatment, showing that willpower and standard methods are not enough.  Source : https://www.addictionhelp.com/recovery/statistics/  5) Debrainwashing works: Debrainwashing  methods show higher quit rates (up to ~50% long-term for smoking) by changing beliefs about the addiction instead of relying on willpower  Source : https://pmc.ncbi.nlm.nih.gov/articles/PMC10540232/	Our solution is a personalized addiction recovery app designed to address the three most common modern addictions: Porn Smoking Social media Instead of offering generic advice, the app adapts entirely to the user’s real struggles. On onboarding, users select one or more addictions they want to work on, and the experience is tailored accordingly.  🧠 Core Philosophy: Truth Over Illusion At the heart of the app are 1–2 minute “micro-lessons” designed for short attention spans and daily consistency. These lessons are inspired by principles from methods like Allen Carr’s approach and EasyPeasy, but rewritten in our own words and structure for today’s digital generation.  Each snippet focuses on: Exposing false beliefs behind addiction (e.g., “This calms me,” “This helps my stress,” “This makes me happy”) Showing how the addiction actually creates the pain it promises to solve Offering healthier, realistic alternatives to respond to cravings The goal is not discipline through fear, but mental clarity through truth.  Habit Building (Without Pressure) Users can choose a streak goal (e.g., 21 days, 30 days, or longer). By completing daily snippets and short reflections, they: Build consistency Unlock small, meaningful upgrades Feel progress without gamifying recovery in a shallow way The focus is growth, not guilt.   Gentle Support System On Android (and where iOS allows), users can enable a persistent, soft reminder notification — a calm signal that support is always one tap away when urges arise.   🚨 Emergency Button (Core Feature) When cravings hit, users can press the Emergency Button. The app will then: Ask how they feel right now (stressed, lonely, bored, empty, etc.) Show their own past reflections and relapse notes, reminding them how it actually felt afterward Contrast “life before addiction vs life during addiction”, using memories or photos they chose to save Display short, powerful truth lines and motivational reminders to break the craving loop This feature helps interrupt impulsive behavior using self-awareness, memory, and emotional grounding.   🤝 Community & Shared Growth Users can optionally join a supportive community space where they can: Share daily reflections Post streak updates Be honest about relapses Reactions are simple and supportive (e.g., “Respect”, “I relate”), keeping the space safe and non-judgmental. For those who want more engagement, there’s an optional recovery-only vertical feed (similar to reels), limited strictly to: Wins Lessons Real recovery stories This allows mindful scrolling without exposure to toxic or addictive content.   🌱 The Bigger Goal This app isn’t about forcing control or willpower. It’s about changing what people believe about their addictions  until the desire itself slowly weakens and fades.   We’ll continuously refine the experience through real user feedback and expert input, while staying true to this core philosophy: Freedom comes from clarity, not suppression.  Feasablity, Innovation, Creativity these 3 aspects we want to expand and work on. 	Y
		pBBvnBIkteg8M0ZHlTdqMcK68W32	https://lh3.googleusercontent.com/a/ACg8ocLv7uXZJfdBxFv_drUjSCxsCgennD2Rt8XDib_rxOG7FP3E6w=s96-c	Cyber Nexus	Mohit Lenka	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sai	1	1	0	{"stringValue":""}	{"stringValue":""}	0	slenka1@student.gitam.edu	1				Y
																								
32	107	4vKIp4A54GhhJrb3G5NRYiZdtiO2	https://lh3.googleusercontent.com/a/ACg8ocLCthhx0Ww17igPkT3afnzpDvS95DjdWWoRFe3VzQ6pujvtQg=s96-c	coin crew	Iris	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Iris	1	1	0	Gayteri vidya parshid college for degree and pg courses 	{"stringValue":""}	0	i4723329@gmail.com	0				N
		5O0t0I1ukCRoF77TA1uuMeuhhEm2	https://lh3.googleusercontent.com/a/ACg8ocIdQfJ6sph28jqIHlM9KEmFH6I_QeHPH3jeEyTHctBGANYzxkDI=s96-c	coin crew	Sahu	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Mohinirani	1	1	0	Gayatri Vidya parishad college for Degree and PG courses	{"stringValue":""}	0	sahumohinirani@gmail.com	1				N
		I4rZ4ecndLZvOZabqJLFoVFaQss2	https://lh3.googleusercontent.com/a/ACg8ocIhhwNQ-UYgNsVbaT_xDdm08ynrvQnX3uY-hSQmSX6hs3GXm58=s96-c	coin crew	Kadali	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Surya venkata lakshmi	1	1	0	Gayteri vidya parshid college for degree and pg courses 	{"stringValue":""}	0	sirikadali1011@gmail.com	1				N
		NWZbqBQDjZP36Ms5HlAFbGn0aFZ2	https://lh3.googleusercontent.com/a/ACg8ocK7yM6DN-QCwidu70AXzQ23ukgjA-YB8Z6W1tKGlMA6aZS3Qw=s96-c	coin crew	Vardhan	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Nanda	1	1	0	gayatri vidya parishad college for degree and PG courses	{"stringValue":""}	1	smartynandu18@gmail.com	1	Technical solution outline Frontend (web or hybrid mobile)React.js with JavaScript/TypeScript. Tailwind CSS or Material‑UI for responsive UI.Chart.js / D3.js / Recharts for real‑time stock charts, portfolio graphs, and leader board visualizations.   BackendNode.js + Express or Python (Django/Flask) for APIs, trading logic, AI integration, and fraud detection pipelines. Databases: MongoDB for flexible user/trade/fraud logs, PostgreSQL/MySQL for relational financial data. REST or Graph QL APIs for communication between frontend, backend, and AI services.   AI + data layer Neural networks and data mining for predicting stock trends, personalizing investment recommendations, anomaly detection for fraud. NLP model for chatbot (Python with TensorFlow/spa Cy etc.).   Security and blockchain integration End‑to‑end encryption, tokenization, 2FA, and KYC/AML checks. Blockchain for Bitcoin transfers and audit trails; smart contracts for large transactions. Context‑aware anomaly detection and incident response workflows.	Traditional fintech platforms fail at high-value share transfers due to settlement delays, high fees, weak security against fraud, and lack of AI-driven insights for all investors.  Problem statement : Design and develop an stock market and  trading application that supports secure high‑value share transfers  for eligible large users, guides all investor types with  multi‑layered security to prevent fraud and protect user data with the help of AI.	Proposed solution :  Core idea is  to Build an AI‑Powered Financial Ecosystem: a web/mobile platform that combines traditional stock trading, Bitcoin‑based settlement for large transactions, an AI investment assistant, and a strong cryptography + blockchain + cybersecurity stack.  User onboarding and KYC flow Login with mobile number + email and OTP verification.   User category selection: individual, small‑cap, mid‑cap, large‑cap, or government entity. Bank account linking with encrypted storage and background verification of user and organization.   Trading and Bitcoin transfer mechanism . Normal stock trading for all users with categorized company lists (food, transport, banks, etc.) and search bar.  Special Bitcoin transfer mode unlocked only when user is verified as large cap/high‑value account, and bank balance or portfolio value ≥ required threshold. Large share transactions can be settled via Bitcoin, reducing friction and making huge transfers easier for companies.   AI assistant and analytics layer AI :  chatbot room where users ask about their current portfolio, get pattern/strategy suggestions, receive risk and investment guidance.AI‑based fraud/anomaly detection to flag unusual logins, large orders, pump‑and‑dump patterns, or insider‑like activity.  Gamification and leader board : Daily leader board of user’s share performance, color‑coded gains/losses. Bitcoin “levels” (e.g., level 14 = Bronze, 24 = Silver, 34 = Gold, 44 = Platinum, higher = Diamond) with rewards mapped to Bitcoin‑equivalent money. Widget/offline view of current level and target to next Bitcoin tier.   Security, cryptography, and cybersecurity  ,Cryptography stack: AES‑256 and TLS 1.3 encryption for data in transit and at rest. Tokenization of sensitive banking/card details. Digital signatures, symmetric/asymmetric encryption, ECC, hashing (e.g., SHA‑256).   Cybersecurity practices: 2FA, biometrics, IAM, device fingerprinting. Network security (firewalls, IDS, DDoS protection).Application security (secure coding, sandboxing, anti‑tampering).Cloud/infrastructure security with anomaly detection and incident response.   Blockchain usage : Immutable transaction logs and Bitcoin settlement records on chain. Smart contracts for escrow and atomic settlement of large transfers.  	Y
																								
33	107	JHbvkFUL9ug9zvQKBtfbRR7ZfyA2	https://lh3.googleusercontent.com/a/ACg8ocKE32R_KanodErJFB6lI-QkYJTsZu39GZ3sIR5uO2J37SZ27_ow=s96-c	CampusIQ	SINGH	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	SHRI RAM	1	1	0	{"stringValue":""}	{"stringValue":""}	1	ssingh31@gitam.in	1	Frontend: HTML, CSS, JavaScript. AI: Google Gemini API. Backend (optional): Firebase	Many college students miss out on hackathons, internships, scholarships, competitions, and learning opportunities because information is scattered across WhatsApp groups, notice boards, emails, and websites.  These announcements are usually generic, not personalized, and often reach students too late. Colleges also lack a system that guides students based on their academic year, domain, skill level, and career goals.  As a result, capable students believe they are not suitable for opportunities, not because of lack of talent, but due to lack of awareness and guidance. This creates a major gap between student potential and student participation.	CampusIQ is an AI-powered Student Mentor and Opportunity Awareness Platform that acts as a personalized guide for college students.  Using Google Gemini AI, the platform understands a student’s academic year, domain, interests, and career goals to recommend relevant hackathons, internships, competitions, and learning paths.  Unlike traditional helpdesk chatbots, CampusIQ explains why an opportunity is suitable, what skills are required, how to prepare, and when to apply.  It also includes a smart college helpdesk mode to answer common academic and administrative queries, making the solution practical, deployable, and scalable across colleges.	Y
																								
34	107	COtFClYLKpXJMRdrgSkDy6b2otC2	https://lh3.googleusercontent.com/a/ACg8ocLd8XwdfVrk8fujD6rTMh5GLuUeSWvF3VihYecpNP1T_oP9SQ=s96-c	Binary Brains	AYAZ	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	MOHAMMAD	1	1	0	ADITYA COLLEGE OF ENGINEERING AND TECHNOLOGY 	{"stringValue":""}	0	mohammadayazq2006@gmail.com	1	Frontend: React / HTML, CSS, JavaScript  Backend: Firebase (Authentication & Database)  AI: Google Gemini API  Hosting: Firebase Hosting	College students struggle with poor study planning, missed deadlines, information overload, and low productivity. Most students do not know what to study, when to study, and how to manage multiple subjects, assignments, and exams efficiently. Existing tools are either too complex, fragmented, or not personalized, leading to stress, time wastage, and poor academic performance—especially for first- and second-year students.	We propose an AI-powered Smart Student Companion that helps students plan, study, and stay productive from a single platform. The application generates personalized daily study plans, summarizes notes and PDFs using AI, tracks tasks and deadlines, and provides focus and productivity insights. By using AI-driven planning and content summarization, students can study smarter, manage time effectively, and reduce academic stress.	Y
		YxKBFyag9NcInj2QiSX9UCxojt73	https://lh3.googleusercontent.com/a/ACg8ocLWxrXuj2efeCUt7fSeSXFFqqx_SdK5yb_7Q3BtR2wEedJX_Ds=s96-c	Binary Brains	AZEEM	{"stringValue":""}	{"stringValue":""}	He/Him	Maharaj Vijayaram Gajapathi Raj College of Engineering	captured	{"stringValue":""}	ABDUL	1	1	0	{"stringValue":""}	{"stringValue":""}	1	abdulazeem965205@gmail.com	1	Frontend: React.js, HTML, CSS, JavaScript  Backend & Auth: Firebase Authentication (Google Sign-In), Firebase Cloud Firestore  AI Services: Google Gemini API – Study plan generation and notes/PDF summarization  AWS (Amazon Bedrock, AWS Lambda, Amazon Transcribe, API Gateway) – AI-powered mock interview and feedback system  Hosting: Firebase Hosting, AWS Cloud Infrastructure	College students today face significant challenges in managing their academic workload due to poor study planning, overlapping deadlines, information overload, and lack of personalized guidance. Students are required to balance multiple subjects, assignments, examinations, and projects simultaneously, often without a clear understanding of what to study, when to study, and how to study effectively.  First and second-year students are particularly affected, as they are still adapting to the academic rigor and self-directed learning environment of higher education. Existing tools such as calendars, note-taking apps, and task managers are either fragmented, overly complex, or lack personalization. As a result, students experience inefficient time utilization, missed deadlines, reduced productivity, increased academic stress, and suboptimal learning outcomes.  Additionally, while students focus on academics, they often remain unprepared for interviews and placement readiness due to the absence of structured interview practice and feedback mechanisms. There is a clear need for a unified, intelligent system that supports both academic planning and career preparedness in a simple and student-friendly manner.	To address these challenges, Team Binary Brains proposes an AI-powered Smart Student Companion—a unified web-based platform designed to assist students in effective academic planning, focused learning, and interview preparedness using artificial intelligence.  The platform generates personalized daily study plans by analyzing a student’s subjects, academic deadlines, and available study time. Large syllabi and complex topics are systematically broken down into smaller, manageable tasks, ensuring clarity, consistency, and improved daily learning outcomes. Students can upload notes and PDF documents, which are automatically summarized using AI to extract key concepts and reduce information overload.  In addition to academic support, the Smart Student Companion features an AI-driven interview preparation module. Students can upload their resumes, based on which the AI dynamically generates role-specific and resume-focused interview questions. The system conducts simulated interview sessions, evaluates both text-based and voice-based responses, and provides structured feedback to improve communication skills, technical clarity, confidence, and overall interview readiness.  Furthermore, the platform tracks task completion and learning progress through an intuitive dashboard, offering actionable insights, focus recommendations, and productivity guidance. By integrating academic planning, content summarization, progress monitoring, resume-based interview practice, and feedback-driven improvement into a single platform, the Smart Student Companion enables students to study smarter, manage time efficiently, and reduce academic stress.  This solution is practical, scalable, and student-centric, making it suitable not only as a hackathon prototype but also as a viable real-world educational product with long-term impact.	Y
		AmUDC1DHpNhKCGPzRIWaDJa2Et42	https://lh3.googleusercontent.com/a/ACg8ocIp809CFod22nDHKmEPFpCn2XfBonQZbyYkRdsLJLDie0dgIs8=s96-c	Binary Brains	Anas	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Mohammed	1	1	0	{"stringValue":""}	{"stringValue":""}	0	anasvzm3030@gmail.com	1	Frontend: React / HTML, CSS, JavaScript  Backend: Firebase (Authentication & Database)  AI: Google Gemini API  Hosting: Firebase Hosting	College students struggle with poor study planning, missed deadlines, information overload, and low productivity. Most students do not know what to study, when to study, and how to manage multiple subjects, assignments, and exams efficiently. Existing tools are either too complex, fragmented, or not personalized, leading to stress, time wastage, and poor academic performance—especially for first- and second-year students.	We propose an AI-powered Smart Student Companion that helps students plan, study, and stay productive from a single platform. The application generates personalized daily study plans, summarizes notes and PDFs using AI, tracks tasks and deadlines, and provides focus and productivity insights. By using AI-driven planning and content summarization, students can study smarter, manage time effectively, and reduce academic stress.	Y
																								
35	107	03OOIAvnVnfxZdb3ZRFmYtcodyt2	https://lh3.googleusercontent.com/a/ACg8ocLv9YcFn-6ODqMhfC1B5sdMz7tbLTUQaLTBHMK3lDv9b0CkEQ=s96-c	Airdevs	Subbaraju Danthuluri	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Viswanadha	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rishidanthuluri@gmail.com	0				N
		95B87tArcnNPv7HV74xqInMhqe52	https://lh3.googleusercontent.com/a/ACg8ocIFzQ_wbc3JwW7qNGLwGbilugIwYYntiWwFtNEddwg-cIndvA=s96-c	Airdevs	Gopathrudu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Ruttala	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rgopathr@student.gitam.edu	1				Y
		BxqnbzY7zuMHm072l8lP2kJsW1J2	https://lh3.googleusercontent.com/a/ACg8ocIgeTKUlhJgYINWUwPRlN9SBmcdSEPy_ecPhXt8T8J8VvvGvRs=s96-c	Airdevs	Pusarla	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vishnu vardhan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vishnuvardhanpusarla2@gmail.com	1				N
		FUfNI4XhF6X6BV2fMtEOQwsagcS2	https://lh3.googleusercontent.com/a/ACg8ocLWELmiLI_r6_146eNAYQwMG-f1wNDWnNY3-MpawTf8E1ClOQ=s96-c	Airdevs	KRISHNAA VINJAMURI	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	SVINI	1	1	1	{"stringValue":""}	{"stringValue":""}	0	svinikrishnaavinjamuri@gmail.com	1				N
		zCyGEmtv6OYL3IxwAMnE6COPZpJ2	https://lh3.googleusercontent.com/a/ACg8ocLuQccxtPTVfPk0FFf2xQdPslH5FByHmuQ1VOzbWSJs4BVcPCVN=s96-c	Airdevs	Narayana	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Trishul	1	1	0	{"stringValue":""}	{"stringValue":""}	1	trishulnarayana14@gmail.com	1	{"stringValue":""}	Public company stock data and quarterly performance reports are presented in complex financial language, limiting accessibility for individuals without financial expertise. This reduces their ability to understand company performance and make informed investment decisions.	{"stringValue":""}	Y
																								
36	107	14DdYF8svKa9nxeEmUCnzNrJak12	https://lh3.googleusercontent.com/a/ACg8ocJT79kVVl61cuBFdz-1E18Ly5hK4eiwNQNZH7uFZYy41kiDSzmyZA=s96-c	404 team name not found 	GOWRISH	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	JAMILI	1	1	0	NSRIT COLLEGE ( AUTONOMOUS)	{"stringValue":""}	0	jamiligowrish37@gmail.com	1				N
		nXoJWcbF7gfdZm077iG93ipNusD2	https://lh3.googleusercontent.com/a/ACg8ocJbvwDac80K3bA0PP-b2Wx074YDD1_m6H13CBmIxv9D_bwjbynDaw=s96-c	404 team name not found 	Raju Rishi Deep	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Mandavilli 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rishideep15@gmail.com	1				Y
		rt0kh5nN38brs1gp5NTwwffWSNM2	https://lh3.googleusercontent.com/a/ACg8ocKPKb7VxNHrkdH-FmMAvIv2OVC4JgKIWmPJNHpvnpAHjx9LenQ8zw=s96-c	404 team name not found 	Bonthalakoti	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Ritesh	1	1	0	Sanketika Polytechnic College	{"stringValue":""}	0	bonthalamadhavi1@gmail.com	1				N
		z0HLUT80vXYKm0CUdnZR9A055y43	https://lh3.googleusercontent.com/a/ACg8ocIfft91BynEgpoXHD5dA01RrUW7oY3XKBYHhHfyGIKPNoGkHQ=s96-c	404 team name not found 	Srinivas	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Thalada	1	1	0	Jawaharlal Nehru Technological University Kakinada	{"stringValue":""}	1	srinivas.thalada7781@gmail.com	1	{"stringValue":""}	Household electricity usage is largely invisible and reactive. Traditional energy meters only show monthly totals, giving users no real-time insight into appliance-level consumption, inefficiencies, or abnormal usage. This lack of actionable data leads to unnoticed energy wastage, higher bills, and increased environmental impact.	SHEM is an IoT-based energy monitoring system that provides real-time visibility into household electricity consumption. It measures voltage and current to calculate power and energy usage, delivering live data, usage trends, and alerts through digital dashboards. With basic load control and AI-ready architecture, SHEM empowers users to optimize energy use, reduce costs, and adopt sustainable habits.	N
																								
AMAZING TEAMS																								
1	111	0C8QAAkWreX2dvstdmQcIJuHqJV2	https://lh3.googleusercontent.com/a/ACg8ocJJUvlGYDCp3KuXcNYJCgcGmFLfZbtWvIIDKxYGVIPvOSibkw=s96-c	WhatCode	KALYAN 2024028736	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	bhavan	1	1	0	{"stringValue":""}	{"stringValue":""}	1	bkothala@gitam.in	1	Computer Vision & Gesture Recognition  • OpenCV  • MediaPipe (hand landmark detection)  • Convolutional Neural Networks (CNN)  • HaGRID (Hand Gesture Recognition Image Dataset)  Machine Learning & Analysis  • Python  • NumPy, SciPy  • LSTM / Random Forest models  • Time-series analysis for motor kinematics (smoothness, precision, tremor)  User Interface  • Python-based Virtual Canvas  • Tkinter / PyQt (UI implementation)  AI Co-Creator  • Generative AI model for sketch refinement and completion  Backend & Visualization  • Flask / FastAPI  • Matplotlib / Plotly (dashboard for motor skill metrics)  Hardware  • Standard webcam (no external sensors)	Traditional motor rehabilitation for neurological conditions such as stroke and Parkinson’s disease is often repetitive, lacks patient engagement, and does not provide objective, high-frequency data to measure recovery progress. Similarly, existing digital educational tools fail to deliver the intuitive, kinesthetic experience of physical whiteboards and are often inaccessible to users with physical disabilities.  Most current solutions either require specialized hardware (VR, Kinect), focus only on engagement without quantitative motor assessment, or use limited gesture-based interactions. There is a need for an accessible, webcam-based system that enables natural hand-gesture interaction while providing objective analysis of motor skills for therapeutic and educational use.	We propose an AI-Powered Therapeutic and Educational Air Canvas, a dual-purpose virtual canvas controlled using real-time, markerless hand gestures captured through a standard webcam.  The system allows users to draw and interact in mid-air while a machine learning module analyzes hand movement kinematics to quantify smoothness, precision, and tremor. These metrics provide objective, data-driven feedback for therapists and clinicians.  In an educational context, the platform serves as an inclusive and engaging interactive tool that mimics the experience of a physical whiteboard. Additionally, the system integrates a generative AI co-creator that assists users by refining or completing sketches, supporting users with motor impairments and enabling human-AI collaboration.  The platform is designed to be low-cost, accessible, and deployable without any special hardware.	
		FUFv2wbHLhcBemVk3QuqkFpFJ3j1	https://lh3.googleusercontent.com/a/ACg8ocL702F1DtOldiVq43Yx1Y5_IhWqaV9y8bmqmwHZ7R3F1cWxvQ=s96-c	WhatCode	vsvv	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	karthikeyan	1	1	0	Vellore Institute Of Technology (chennai)	{"stringValue":""}	0	vsvvkarthikeyan10@gmail.com	1				N
		WmIYmyrSINeNh3jcdWm1gWaC4h43	https://lh3.googleusercontent.com/a/ACg8ocIo-IvDo-VoRsqIDO5BnCl0XQQmlR87NhwJWJ8PqsR1dpOqaA=s96-c	WhatCode	Vigneswari 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Yedla	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vyedla@student.gitam.edu	1				N
		lnBVojGYdsNMN43v4LAXjTqfeJa2	https://lh3.googleusercontent.com/a/ACg8ocICZB_o8Cps0NLhfZ5LZvljePRN8R5meh4-cQKxFGjpoBfn6w=s96-c	WhatCode	gnaneswarreddy	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	gnaneswarreddy	1	1	0	SRM INSTITUTE OF SCIENCE AND TECHNOLOGY 	{"stringValue":""}	0	gnaneswarreddychilla@gmail.com	1				N
																								
2	111	3cNv6OkP36d0DGnMdfjBKXBckeo1	https://lh3.googleusercontent.com/a/ACg8ocKqp24UHnUqQXc5G5C6hkv4JxH_wie6axn05e5QTF1HEWxTww=s96-c	VOID	Yaswanth	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Gorinta	1	1	0	Gayatri Vidya parishad college for degree and pg courses 	{"stringValue":""}	1	gorintayaswanth77@gmail.com	1	Honeypots: Cowrie (SSH-based deception honeypot) Backend: Node.js (Express.js) Frontend: React.js Containerization: Docker, Docker Compose Logging & Monitoring: Cowrie logs, real-time log processing Networking: TCP/IP, SSH	Modern networks are increasingly targeted by unauthorized access attempts, brute-force attacks, and malware intrusions. Traditional security systems primarily focus on prevention but provide limited visibility into attacker behavior once an intrusion attempt begins. This lack of real-time insight makes it difficult for defenders to understand attack patterns, intentions, and techniques. There is a need for a secure cyber deception system that can safely lure attackers, monitor their actions in real time, and provide meaningful analysis without exposing real infrastructure.	CyberSentry V2 is a cyber deception platform that deploys multiple SSH honeypots to safely attract and monitor attackers in real time. The system captures attacker activities such as login attempts and executed commands, processes them through a backend server, and displays live insights on a centralized dashboard. This approach improves threat visibility while protecting actual network infrastructure.	N
		ifHYu9wDASYgI4WjJkqwW416rKt1	https://lh3.googleusercontent.com/a/ACg8ocLVm2ELpw_oyDPkCyg5vRUlSP2sqiKE2deUxPGATvb9CWAy8Q=s96-c	VOID	Manoj mithra	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Penugonda	1	1	0	Gayatri Vidya parishad college for degree and pg courses 	{"stringValue":""}	0	penugondamanojmithra@gmail.com	1				N
		j2PIZbjXukdUIXLodkAJoi17Il82	https://lh3.googleusercontent.com/a/ACg8ocKVZZ-Wh664gpZKpWsOzyVb5FDlcFaFTz4ijDvpSjBjOeTt6w=s96-c	VOID	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Prasanna	1	1	0	Gayatri Vidya Parishad college for degree and pg courses 	{"stringValue":""}	0	prasannak1593@gmail.com	1				N
		qGZFfM4xdWbvsdwSh6ivEbamu7l2	https://lh3.googleusercontent.com/a/ACg8ocKlMc6OGkPcFvWEDuaFw6yzwqkLQ39IttFz21vd2vb-X7LulA=s96-c	Void	Mallena	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Jyotsna	1	1	0	{"stringValue":""}	{"stringValue":""}	1	jmallena@gitam.in	1				N
																								
3	111	02olSUDGfYVobH7irIHpPNZcutd2	https://lh3.googleusercontent.com/a/ACg8ocKVwlkjTrdT6GKW0W4W3Zx81x5-d1f0kdhqInrlqedHbz3-bA=s96-c	Team Rocket	Prathipati	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Eeswar	1	1	0	Kl university	{"stringValue":""}	0	2300039047cseh2@gmail.com	1				N
		4ctuM6iRMdPOQ6dwzorRS0avKTG3	https://lh3.googleusercontent.com/a/ACg8ocJN3Mi5UHfwc9_OiVALL6hhdWNWcRHn0S98UQHCqJYtZR8FnvRG=s96-c	Team Rocket	Eswar krishna 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Kancharlapalli 	1	1	0	KL University 	{"stringValue":""}	1	eswarlazypanda@gmail.com	1	React.js,python FastAPI	The problem lies in the lack of intuitive, voice-based systems that support local languages and work reliably in low-bandwidth environments. Many users are unable to navigate apps or websites due to complex interfaces and language constraints. As a result, essential information remains out of reach for a large portion of the population. There is a strong need for an AI-driven solution that enables natural voice interaction and delivers accurate, contextual responses without requiring advanced technical skills. 	 Gram Vaani is an AI-powered voice assistant designed to provide easy access to essential services through natural language conversations. Users can interact using their local language to receive information related to government schemes, healthcare, education, and daily utilities. The system uses speech recognition, natural language processing, and text-to-speech to deliver accurate responses. It is optimized for low-bandwidth usage and aims to be scalable, affordable, and accessible, ensuring inclusivity for underserved communities.	N
		LqQK9odCZWWaFeTwMbLMxunzxFH2	https://lh3.googleusercontent.com/a/ACg8ocIXBcNpqndqdo18CSiPCiuDxRiSfvyJeix__HVd-MCBHEdKuw=s96-c	Team Rocket	Kagitha 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Bobby	1	1	0	Kl university	{"stringValue":""}	0	2300039038cseh2@gmail.com	1				N
		dSY1wAPm0kdbCp1imYc6hpCnBrl1	https://lh3.googleusercontent.com/a/ACg8ocL6oed3w3h7j98TMs-pY5J4iSiGsVIGe6riSCH-Tw6GtVOX8uiN=s96-c	Team Rocket	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Durgesh	1	1	0	Kl university 	{"stringValue":""}	0	dkumar11dec2003@gmail.com	1				N
		sBRKXS9kK1RiHfCQKnccDAcjLA53	https://lh3.googleusercontent.com/a/ACg8ocKYqNixwbrKKxjXa0bIGsrHDkjgdHsO3FWUTIn8tqJiM6F185f-=s96-c	Team Rocket	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Munna	1	1	0	KL University	{"stringValue":""}	0	munnakushw7@gmail.com	1				N
																								
4	111	5O1HanVNfqg4khZxq9vGTHgayDR2	https://lh3.googleusercontent.com/a/ACg8ocI1qysCprogK33nleVuVs5dlbAQh0vOtZENmocGwfWIp6NByQ=s96-c	Team geeks	Tejaswini Kancharla 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Tejaswini	1	1	0	{"stringValue":""}	{"stringValue":""}	1	tkanchar2@gitam.in	1	{"stringValue":""}	Recent advances in generative AI have enabled the creation of highly realistic fake videos and audio that can convincingly impersonate real people. Scammers increasingly exploit this technology to commit fraud by posing as family members, company representatives, or authorities to manipulate victims into transferring money or disclosing sensitive information. Elderly users are particularly vulnerable because they: Trust visual and voice cues more strongly Are less familiar with AI-generated content.Often lack tools to verify the authenticity of digital media	The proposed solution is a web-based application that allows users to upload video or audio files and receive a real-time assessment of whether the content is likely AI-generated and potentially part of a scam. The system uses pre trained deepfake and audio spoofing detection models to analyze the media, combines their outputs into a single risk score, and presents the result in a simple and understandable format.	N
		Y1lmV2fIzZUFFQdtCtUJH91oYmC3	https://lh3.googleusercontent.com/a/ACg8ocIfoS7PDaSSZsXMIT8fbkl1xR2gRtStv2S9V9Mu07di46-9Hw=s96-c	Team geeks	sushanthpopuri	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	sushanth	1	1	0	{"stringValue":""}	{"stringValue":""}	0	spopuri@gitam.in	1				N
		ZLmTh7bDg8QcOkEkpHTN2nfI8WN2	https://lh3.googleusercontent.com/a/ACg8ocJnuIcVj9mdJGnNo22K1jAuDpK_e-w2sfUHdrAryBiFnzv-eg=s96-c	Team geeks	Nadella	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Venkata Dileep	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vnaddell@student.gitam.edu	1				N
																								
5	111	6QYQLhtL6NO4ed7LryAZcox7tf62	https://lh3.googleusercontent.com/a-/ALV-UjXZdNPLpcCnCAGJ4NTep-SxSDl_viMmE6hRM9nv9Kn0CKaTZ1UEBCnxhCkOg9TgvZjgAJ4KnQ_2vVgWAygjl0JmSZS7iygetTmXtmqFARjpraaDJxGs-cj8ovqVfNBQWezcuGkHgT31jvFKG2dxSHMJ19Bv6L1QjZWGJEIGawx-kkTM_5npCCgLnWdaRuh05z802sUSGndnvH6JsCsT8NdVN9Ep7CWuMMEiMUGWovnhPgjV0_nGcx3VMEJsW4dIlhK0opwjuGcFF0lZMxXihxICVKXW3oOTWT3NFCUkuRI_kizGhvKnn9B5IJE1DpMpaHRRf5WQhC8eDbWO3UXBdMGgj3NzANzBwXdcpRq66lrYQrCAODOWloF7nkb4bzuXD_flkn5TIFfQELoMeY0EzphbANF5iJ19jij3O4eRNGZ40eySQyIUhLm3YoQnLuKXxjLzXgAhuqEGCvRea_JOZnGvIdaKa-0Onygbrbd03aXwTq4YHNKC8lBOjsR0YhUvXEShjG9nkN_DLeKzH_ACHhc9KgGNYboEdYQQCaXCZAUsn13VTcBU_xGYuSaSpICgzKOfZJY63JfwtipQFM6e3-FIwQoljBlYCBBjU8brX05JFhOb0ynUmHkjn2IVplTa7io5ESOatwU9QG0vAFtRTnYx2m7eP2Qpq7Q0S0ZJMaM337RFEri6DkC0He-1uv3A87eWTUJMQ_0UYiwjPMzlIlcnBa-d3wa7ZgEhkBt777Po3N4PlGw4Fj1QXLyqDfmHz8iyRw4Jaa7dDx_V48G3sp8_UkNDbIgimi619GRJpt93uqlN9PQ80qb2_kHpj1hAm3MFoEdlhCuGWGMJwyLGZrXjZAB9zx6uF9IsYPao1sUvF-0vtpu0j-RAXdKW_Id8BR6lpyvkXsDGK5GipknMMUtQmICs07bbsxgTeozrbL4Lh7OQbZNYLw4Z13Zu_r-E18Ij6a4GfDS9Sh7wAe06t5Xe5WysKcMpGmq_XfXlW3BXTgJM9QWKFY4wDFifs9OdpVE8r2Kw7nYotgTx3XfYfDsh01CFqF7kq4tIajCJP_wSqzQV--mnFM58=s96-c	Team Karthik	Karthik	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Murali	1	1	0	Kl university 	{"stringValue":""}	1	muralikarthik890123@gmail.com	1	{"stringValue":""}	Deepfake Detection  With the rapid advancement of artificial intelligence, deepfake technology has enabled the creation of highly realistic but manipulated images, videos, and audio content. Such content is increasingly used to spread misinformation, commit fraud, manipulate public opinion, and harm individuals’ reputations.  The objective of this problem is to design and develop an AI-based deepfake detection system that can analyze digital media and accurately determine whether the content is genuine or synthetically manipulated. The solution should provide a clear real-or-fake classification along with a confidence score and be scalable, efficient, and adaptable to emerging deepfake generation techniques. This system aims to enhance digital trust, improve content authenticity verification, and support safer online platforms.	{"stringValue":""}	N
		lMfTu89ty5ceAgAzXccYtgLa9VG3	https://lh3.googleusercontent.com/a/ACg8ocLnpg9S63kB-dnkvOdyZiYqPfU8meukGMMbgIt14NrKHH0pMA=s96-c	Team Karthik	Sai	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Gopi	1	1	0	KL UNIVERSITY 	{"stringValue":""}	0	gsai4801@gmail.com	1				N
		nMyWJ3oIUHatVOHM0OQ5MPmeTwa2	https://lh3.googleusercontent.com/a/ACg8ocK18I8RsLuJtlVm5F3Ak4fvEeW3xniOmx5dcPtW9pOXjdP5zg=s96-c	Team Karthik	Ganesh	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Illuri	1	1	0	KL University 	{"stringValue":""}	0	illuriganesh7@gmail.com	1				N
																								
6	111	6mmT7diwZYbUyKCVwou41ZkIcqm1	https://lh3.googleusercontent.com/a/ACg8ocK2Hhn2N4LLDl7fWWvkKBHMsHydgOfhWBpp8D8yARfMuUf1ZQ=s96-c	Tech Titans	alekya	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	sunitha	1	1	0	Miracle educational society group of institutions 	{"stringValue":""}	1	sunithalekya@gmail.com	1	Data:CSV/JSON,Ml:Isolation Forest / Logistic Regression,Backend:Python,UI:Streamlit,Demo:Pre-recorded playback	Predicting Accidents Before They Happen Road accidents remain one of the leading causes of injury and death worldwide. While modern safety systems focus on detecting accidents or reacting in real time, the majority of accidents are actually preceded by days or weeks of ignored near-misses, risky driving patterns, fatigue, and behavioral degradation. Current driver-assistance systems: React only at the moment of danger Depend heavily on expensive vehicle hardware Fail to identify long-term behavioral risk trends As a result, drivers receive warnings too late, after unsafe habits have already formed. There is a critical gap for an intelligent, software-first system that can: Analyze driving behavior over time Identify subtle near-miss patterns and risk escalation Warn drivers before an accident becomes inevitable The challenge is to design a system that works without specialized hardware, is scalable, and can evolve from mobile-based deployment to full vehicle integration. 🎯 Objective Build an AI-powered accident prevention system that: Learns from driving behavior trends rather than crash events Predicts rising accident risk days in advance Provides proactive, preventive warnings to drivers This system should demonstrate how behavioral intelligence can shift road safety from reaction to prevention. 🌍 Impact A successful solution could: Reduce accidents caused by fatigue, distraction, and stress Enable early intervention instead of emergency response Create a scalable safety layer deployable on phones, vehicles, and fleets.	AI-Driven Accident Prevention System We propose a software-first AI system that prevents road accidents by predicting rising accident risk days before a crash occurs, instead of reacting at the moment of danger. The core idea is to treat accidents not as sudden events, but as the final outcome of repeated near-miss behaviors such as late braking, aggressive acceleration, micro-swerving, and fatigue-driven inconsistency. 🧠 How the Solution Works 1️⃣ Behavioral Data Ingestion The system ingests driving behavior data such as: Braking intensity Acceleration and jerk patterns Swerving and sharp turns Frequency of risky maneuvers over time For the hackathon demo, this data is simulated or replayed, representing realistic driving sessions over multiple days. 2️⃣ Feature Extraction & Trend Analysis Raw motion data is converted into behavioral risk features, including: Sudden braking spikes Reaction delay indicators Driving smoothness variance Near-miss frequency trends Instead of evaluating isolated events, the system analyzes behavioral drift over time. 3️⃣ Risk Intelligence Engine (ML Layer) An anomaly-detection and trend-based ML model learns: What “normal driving behavior” looks like How risk patterns escalate gradually When the driver’s behavior deviates toward danger The model outputs a Driver Risk Score (0–100) that evolves across days, not seconds. 4️⃣ Preventive Warning System When the system detects a consistent upward risk trend, it triggers a pre-accident warning, such as: “Braking reaction time has worsened by 30% over the last 4 days” “Near-miss frequency increasing on evening routes” These alerts are preventive, not reactive — issued before any accident occurs.	N
		BxgwhTzHO8V75jod5hHGkfdUk692	https://lh3.googleusercontent.com/a/ACg8ocLAoK8jq9uFXW5bJAWK1SkqdiMyXM6V1fNaRNaEbkp--FJqGg=s96-c	Tech Titans	Kodamgolla	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	GOVARDHAN	1	1	0	Miracle educational society group of institutions 	{"stringValue":""}	0	kodamgollagovardhan@gmail.com	1				N
		HlVTyAwYLLQYbXeutn6ZqcDmQlx2	https://lh3.googleusercontent.com/a/ACg8ocIXlaZeIQ8COm7f6f5rwScm7T2GKiHv0luR9GAziJpxAPqtbvI=s96-c	Tech Titans	Muvvala	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Thanmayi	1	1	0	Miracle Educational Society Group of Institutions 	{"stringValue":""}	0	thanmayimuvvala14@gmail.com	1				N
		jU57wnRfg2cl3VmBeGRvQCZVuvj1	https://lh3.googleusercontent.com/a/ACg8ocJX2dl3t-sTio-LrweWucVDNikB9pk2Qq5yM_Xxht2IHIhFsRIt=s96-c	Tech Titans	Raja	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Ganesh	1	1	0	Miracle educational society group of institutions 	{"stringValue":""}	0	rajaganesh280@gmail.com	1				N
																								
7	111	8OmvcY30h8N18az5IXAsOoMOpQb2	https://lh3.googleusercontent.com/a/ACg8ocLwlpTWAwZimnNsILxg1-PqDBUOM7x6bOH5e6KjL_G_xE7BAtMXOg=s96-c	Team minus	Devi Devarapalli	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Renuka	1	1	0	{"stringValue":""}	{"stringValue":""}	1	devarapallirenukadevi25@gmail.com	1	{"stringValue":""}	During natural and man-made disasters, the absence of real-time route intelligence and adaptive logistics planning leads to critical delays in delivering relief supplies to remote and vulnerable communities. Damaged roads, limited vehicle access, and poor connectivity make coordination inefficient, resulting in preventable loss of lives, wastage of resources, and uneven distribution of aid.	{"stringValue":""}	N
		BVYhfIBH4xbpuxwELZZr5or69FI2	https://lh3.googleusercontent.com/a/ACg8ocLSYXwxdkC4fF10iZZo6zm5Nn3YJkJyRRp8roVQygmj59FztA=s96-c	Team minus	Bora	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Jagadeswari	1	1	0	{"stringValue":""}	{"stringValue":""}	0	borajagadeswari@gmail.com	1				N
		FsB7M6lR6SdxKc1SrOHaEH1Y06b2	https://lh3.googleusercontent.com/a/ACg8ocKj2tk47ye5KNoH6Q1wDg5JMWz5RvM6OFI5Za3rtYgcYYuquA=s96-c	Team minus	Neeatheeaniya	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Allumullu	1	1	0	{"stringValue":""}	{"stringValue":""}	0	allumulluneeatheeaniya@gmail.com	1				N
		L5EtyERCEzbu7opGF3PnsJCpPqx2	https://lh3.googleusercontent.com/a/ACg8ocLbMo8kXcMFjg2lB0Aw0g32RwEbgB1zPCCVeJxFbnq7MvX0Gg=s96-c	Team minus	Triveni	{"stringValue":""}	{"stringValue":""}	She/Her	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Bommi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	trivenibommi148@gmail.com	1				N
																								
8	111	8VsPT8RbqJVd29iP3NzIVE5bWF63	https://lh3.googleusercontent.com/a/ACg8ocJv6toEiyqw6YNys9NQIbjXApi3zTG3WcNkdcdiTGoq3JSIdkE=s96-c	MANASHANTHI	Sri Raj	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Deepak	1	1	0	{"stringValue":""}	{"stringValue":""}	0	deepaksriraj35@gmail.com	1				N
		8uXm5eQ5EtZ02oMvvQ8DiDiuz3f2	https://lh3.googleusercontent.com/a/ACg8ocIygQ18w6PmunrwZXKruVbac2J8PuWLtC-m_fjD1UcKTy0Upg=s96-c	MANASHANTHI	Chukkala	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Kiranmayi	1	1	0	{"stringValue":""}	{"stringValue":""}	1	kiranmayichukkala@gmail.com	1	Next.js with TypeScript, Tailwind CSS	1. Farmers often rely on traditional practices and fragmented information, leading to low productivity and uncertain income. 2. Crop selection, disease identification, and weather planning are largely based on guesswork rather than data. 3. Crop diseases and climate changes are usually detected too late, causing major yield losses. 4. Farmers lack reliable tools to estimate profitability before cultivation begins. 5. Access to timely expert guidance and consolidated agricultural knowledge remains limited.	An AI-powered smart agriculture platform that supports farmers throughout the entire farming lifecycle. Provides data-driven insights for crop planning, weather adaptation, and early risk identification. Enables early detection of crop health issues to minimize losses and improve yield quality. Offers profit estimation and market-aware guidance to support better financial planning. Empowers farmers to shift from intuition-based farming to proactive, sustainable, and profitable agriculture.	N
		RvGTKYVgf3hcTnS6l3N0OnGRh0r2	https://lh3.googleusercontent.com/a/ACg8ocJTOVtjOk_6zIuC0Zn5KHYj_DQFfvZLg3NsGtuqN3whhQGGVok=s96-c	MANASHANTHI	Sabbavarapu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Lohitaksh	1	1	0	{"stringValue":""}	{"stringValue":""}	0	lohitakshsabbavarapu@gmail.com	1				N
		VLBKuVZC2oQ2yhD8UMhzdduGwBH2	https://lh3.googleusercontent.com/a/ACg8ocLLNHOfUySfwLM6dg-bPKJiM4DXo2yUoWduR8P0qyf5HcMBkw=s96-c	MANASHANTHI	Kandipilli	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Bhavana	1	1	0	{"stringValue":""}	{"stringValue":""}	0	bskproff2@gmail.com	1				N
																								
9	111	A6zaKownfcPasUp0DgU9gYHRwZx2	https://lh3.googleusercontent.com/a/ACg8ocIFTGR0P-TWjP6EesVsB_ZvSvTSu2aE4b867qmP1TO09XZcZUEs=s96-c	SHUDARSHANA 1	MOTURU	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	UTTEJ	1	1	0	Avanthi institute of engineering and technology 	{"stringValue":""}	1	moturuuttej12345678@gmail.com	1	Python, quantum technology, frontend (HTML,CSS,JS)	Managing pregnancy is a complex physiological process, but the rising prevalence of Gestational Diabetes Mellitus (GDM) and Pre-gestational Diabetes poses a significant threat to maternal and fetal health. Current healthcare systems often struggle with delayed diagnosis, inconsistent glucose monitoring, and a lack of personalized intervention, leading to preventable complications. 	The Core Solution We have built a Quantum-Enhanced Hybrid Intelligence System that transforms gestational diabetes care from reactive (treating spikes) to proactive (preventing them). 1. Data Acquisition (The Inputs) Continuous Monitoring: Real-time glucose data from CGM sensors and physical activity from wearables. Biometric Sync: Automated data flow via Bluetooth Low Energy (BLE) to a dedicated mobile app. 2. The Intelligence Engine (The Processing) We use a "Hybrid" model to get the best of both worlds: Classical AI (XGBoost/LSTM): Handles the day-to-day data processing and predicts immediate glucose trends. Quantum ML (QSVM/VQC): Uses Quantum Kernels and Entanglement to analyze complex metabolic patterns. It identifies high-risk GDM complications (like macrosomia) that classical computers are statistically blind to. 3. Intervention & Security (The Outputs) Virtual Health Coach: An AI-driven app provides instant, trimester-specific feedback on nutrition and insulin dosing. Clinician Dashboard: Alerts doctors to high-risk patients using risk-stratification. Quantum-Safe Privacy: Secured with Post-Quantum Cryptography to ensure maternal and fetal health data remains private forever. 4. Key Results Precision: 3–5% higher accuracy in risk detection compared to standard AI. Prevention: Early warning systems that alert mothers 30–60 minutes before dangerous glucose events occur. Outcome: Reduced rates of preeclampsia, C-sections, and neonatal complications.	N
		eKRY5a62RGYaraOIIhBFN4MLFE42	https://lh3.googleusercontent.com/a/ACg8ocLGWAo7gZ47VjrBFDLU2HfZfqnvk2ms4hhJzQtDtycuUmghJwyp=s96-c	SHUDARSHANA 1	Vegisetti	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Kasi Viswanath	1	1	0	Avanthi institute of engineering and technology 	{"stringValue":""}	0	kasiviswanath129@gmail.com	1				N
		eLHXmHNl2eNlyx31q6WithEJNWd2	https://lh3.googleusercontent.com/a/ACg8ocJs1qTq8s2qeL2HWxcESZ62-xR23MqrTdZn5JRt4FPuN1vMng=s96-c	SHUDARSHANA 1	Agraharapu	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Haripriya	1	1	0	Avanthi institute of engineering and technology 	{"stringValue":""}	0	haripriyaagraharapu69@gmail.com	1				N
		zDaExD3Grocqz6dQ2dYWcazb5wb2	https://lh3.googleusercontent.com/a/ACg8ocL-oMXAxs91e2dgB4oNsclNGzs0EljB7NB9hHRrh8LtpNvmxDB7=s96-c	SHUDARSHANA 1	Tarun Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Dasari	1	1	0	Avanthi Institute of Engineering & Technology 	{"stringValue":""}	0	tarunkumardasari5725@gmail.com	1				N
																								
10	111	BrJ2fgRT3uRmetrFxTAU3dnQbIp1	https://lh3.googleusercontent.com/a/ACg8ocI6TH-H26p88Sn4FM9ib54qzlbq__Z0-r7eMP5cyFRLjrFcKRs=s96-c	Code wizards 	Sanjay	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	sp	1	1	0	Aditya degree and PG college 	{"stringValue":""}	1	sanjaysri.12mar@gmail.com	1	React,nodejs	AI-Powered Mental Wellness and Community Support Platform.	{"stringValue":""}	N
		N8D4Hxa1EBcWmZVMmdX27w5myZD2	https://lh3.googleusercontent.com/a/ACg8ocIk8EcT7RmyDZrEIdpumEczT62ylEf44hvfG3YHLLrnMEsPPw=s96-c	Code wizards 	Sayyed	{"stringValue":""}	{"stringValue":""}	She/Her	Andhra University College of Engineering	captured	{"stringValue":""}	Farhana	1	1	0	{"stringValue":""}	{"stringValue":""}	0	farhanasd05@gmail.com	1				N
		PE8DN8T2JwMYWZmLZZtI6zcmFAn1	https://lh3.googleusercontent.com/a/ACg8ocK8IUwFyP9FmOw2u0zBVLHmVbhfN6S0om1PwnneE-icYD9hAt8=s96-c	Code wizards 	N	{"stringValue":""}	{"stringValue":""}	She/Her	Andhra University College of Engineering	captured	{"stringValue":""}	Varshini	1	1	0	{"stringValue":""}	{"stringValue":""}	0	varshininamballa18@gmail.com	1				N
																								
11	111	5Iln9txM5CQ6QRjd5xzB8HqmJOa2	https://lh3.googleusercontent.com/a/ACg8ocJgLZHhcizri43x1cq1f58NOwLiqBf-kccm57Lf90LT9ZVazgc=s96-c	AI explorers	Krishna	{"stringValue":""}	{"stringValue":""}	He/Him	Maharaj Vijayaram Gajapathi Raj College of Engineering	captured	{"stringValue":""}	Aswin	1	1	0	{"stringValue":""}	{"stringValue":""}	0	aswinkrishna.mvgr@gmail.com	1				N
		CICw5g6olZP5wHQyd74w3YC75gs2	https://lh3.googleusercontent.com/a/ACg8ocIYzYSx7vExGIKe9auhHnlzLPA5Eu4PLnmG4v3Kj_BZh1I7sw=s96-c	AI explorers	UMAR KESA VARDHAN	{"stringValue":""}	{"stringValue":""}	He/Him	Maharaj Vijayaram Gajapathi Raj College of Engineering	captured	{"stringValue":""}	KANDREGULA	1	1	0	{"stringValue":""}	{"stringValue":""}	1	kesavd929@gmail.com	1	Firebase, Flutter, Gemini API	This platform is an inter-college student community and engagement system that prioritizes productivity, clarity, and belonging over screen addiction, functioning as a verified, student-only digital campus commons rather than a social media application. It centralizes and structures campus life by providing official spaces for clubs, committees, and student councils, offering central announcements for events and fests, and hosting academic forums that allow for anonymous doubt-clearing to support introverted students. The system includes "The Vault" for peer-to-peer academic resources, a verified Lost & Found, and utility-driven tools like Study Buddy and Teammate Finders that use topic-first matching to reduce social anxiety. Governance follows a student-led, faculty-backed model where the Student Council handles day-to-day moderation and discipline while faculty provide minimal oversight and final authority for conflict resolution. Built on a mandatory Google-first technical stack including Flutter and Firebase, the platform remains free for core access with an ethical, low-cost premium tier for advanced utility, strictly prohibiting ads, data selling, and engagement-addictive metrics like likes or followers to ensure a low-noise, high-trust digital extension of offline college life.	{"stringValue":""}	N
		T5cbIicpVEhWZkeOKCRIDVO5mzP2	https://lh3.googleusercontent.com/a/ACg8ocKyicx-iSJ_b_WLepf5o5w_bQAVvuT2VlFl16cLaNlpiJxA_w=s96-c	AI explorers	R	{"stringValue":""}	{"stringValue":""}	He/Him	Maharaj Vijayaram Gajapathi Raj College of Engineering	captured	{"stringValue":""}	Abhiram	1	1	0	{"stringValue":""}	{"stringValue":""}	0	abhiramssk@gmail.com	1				N
		oETvaVytOxU46zUtS2Wir5xACyO2	https://lh3.googleusercontent.com/a/ACg8ocLfbKswtWrq_8-E_GunzM9jmkZOtWGbcN_SabA-L21o2Z4h7A=s96-c	AI explorers	Pontapalli	{"stringValue":""}	{"stringValue":""}	He/Him	Maharaj Vijayaram Gajapathi Raj College of Engineering	captured	{"stringValue":""}	Rohith	1	1	0	{"stringValue":""}	{"stringValue":""}	0	pontapallirohith@gmail.com	1				N
																								N
12	111	2kDhDQoS46NNTWKwDsMWYGCSJRf2	https://lh3.googleusercontent.com/a/ACg8ocILdoej6djSzwSRLAL58EZqbrjgOJMyYV719yMxeBTAhKQaaw=s96-c	Saha Tech	ravi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	manoj	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mravi5@gitam.in	1				N
		CcWh16OPsAYj2ecLysvhQJs5IdZ2	https://lh3.googleusercontent.com/a/ACg8ocJex9J1hMtxjfhrqgs4zJV_D3K64tasjUrek-O91E5i7NqbXg=s96-c	Saha Tech	Mindi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Charan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	charanmindi22@gmail.com	1				N
		CqERJLgzWhV3Gp9RIKHnhGykEEq1	https://lh3.googleusercontent.com/a/ACg8ocKxtPNPYMIl3G74j0O45_Hz2iM2patZP_TDPLgHjYHbuYivAr4j=s96-c	Saha Tech	Korupolu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Deekshit	1	1	0	{"stringValue":""}	{"stringValue":""}	1	korupoludeekshit9014@gmail.com	1	{"stringValue":""}	Students often follow a one-size-fits-all learning approach that does not address individual strengths, weaknesses, or career goals. Many students are uncertain about what to learn, how to improve, and which skills are truly required for specific industry roles, leading to poor learning outcomes and low job readiness.	We propose an AI-based personalized learning platform that analyzes a student’s academic performance, interests, and learning pace to identify skill gaps aligned with their desired career path. The system recommends customized learning paths, relevant resources, and practice tasks, and continuously adapts suggestions based on progress. This enables students to learn efficiently and build industry-ready skills.	N
		TEPue3iI2WasBuXHbfBFCs4EXZj1	https://lh3.googleusercontent.com/a/ACg8ocJ7vSGiM3jsmrqfO_kwEgjRmoGX6CpdD99fo9pKscn-JScZ-g=s96-c	Saha Tech	KUNDRAPU	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	JAYA SAI DEEP	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kjayasaideep2006@gmail.com	1				N
																								
13	112	EzOkY0IqA6PCkGn2vpKr5ZnFbdv1	https://lh3.googleusercontent.com/a/ACg8ocJEyuyHRXyqRS3Rtr4zw6KSVlilsm-8FJMYCUixPu9p0CS_oA=s96-c	Code Crackers	mounikarajivytla	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	mounikaraji	1	1	0	{"stringValue":""}	{"stringValue":""}	1	mvytla@gitam.in	1	{"stringValue":""}	As essential services such as online registrations, payments, and applications move to digital platforms, system success is often measured only by completed transactions. However, a major issue remains unnoticed: users who start a digital task but silently fail to complete it.  Existing support systems like chatbots are reactive and depend on users actively seeking help. In reality, many users abandon processes due to confusion, repeated errors, language barriers, or complex workflows—without reporting the issue. These silent failures remain invisible, leading to poor user experience, digital exclusion, and incorrect system performance metrics.  There is currently no proactive mechanism to detect user struggle during the interaction itself and identify where and why digital systems fail their users.	We propose an AI-assisted User Failure Detection System that proactively identifies silent user struggle by analyzing anonymized interaction patterns such as idle time, repeated corrections, navigation loops, and error retries.  The system detects potential failure points in real time, classifies the cause of user difficulty, and provides actionable insights to improve accessibility, usability, and system reliability. This shifts digital platforms from reactive support to proactive system accountability, ensuring that success is measured not only by completion, but by the system’s ability to support all users effectively.	N
		JGoo9P90HGZywOmQWb4Mb1Uw6Jv2	https://lh3.googleusercontent.com/a/ACg8ocJj9OoxVd_tRj_6p_25Gm4MlltuFB67sC7z3igC0GdAyvxlgg=s96-c	Code Crackers	Sai Renu Sahasra Kalidindi	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sai Renu Sahasra	1	1	0	{"stringValue":""}	{"stringValue":""}	0	skalidin10@gitam.in	1				N
		YFsaKcrOsUdYs8JmNudRuekczGZ2	https://lh3.googleusercontent.com/a/ACg8ocKOZ8vN3qsXz6we40qbvBn6d9KrmwDV2NHIhCGsPJxNQwjvow=s96-c	Code Crackers	nandinipradhan	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Nandini	1	1	0	{"stringValue":""}	{"stringValue":""}	0	npradhan@gitam.in	0				N
		v4QgDx9iRtT0NJvLMLTn91PzcKv1	https://lh3.googleusercontent.com/a/ACg8ocJm_7kynK8AFkFbUx7v7GKE7doZ544JORgMHI0hlPvAHP4rOg=s96-c	Code Crackers	anushakotteti	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	anusha	1	1	0	{"stringValue":""}	{"stringValue":""}	0	akotteti@gitam.in	1				N
																								
14	112	ExMUrXeTwbcIGk3w1X2c2eTjrjA2	https://lh3.googleusercontent.com/a/ACg8ocKQaYT4-bcC7fd83hZLj8m-tFKdDgvLfJFmix5RHYiaWDXSMw=s96-c	Dragon Warriors	Surabathula 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Srivaishnavi 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	starsrivaishnavi@gmail.com	1				N
		ILNau790rMcDqlRPMLyYVpZV3d53	https://lh3.googleusercontent.com/a/ACg8ocI-nKmyi35Ema0p7mHCXQhbhRkvT7dVxYfi2lBvP1ToWP7QGg=s96-c	Dragon Warriors	SAI SRIJA 2024002512	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	NAGAM	1	1	0	{"stringValue":""}	{"stringValue":""}	1	snagam@student.gitam.edu	1	Frontend:  HTML, CSS, JavaScript , Leaflet.js for interactive maps and geolocation visualization  Backend:  Python ,FastAPI for building RESTful APIs   Pydantic for data validation , Uvicorn / Gunicorn as the API server  Database & Data Handling:  Structured data storage using Python data structures (Lists, Dictionaries, Sets, Tuples)  • Geolocation-based issue mapping  Additional Features:  • Image and voice-based complaint submission  • Role-based access for authorities  • Real-time status updates and escalation alerts	Existing civic grievance systems are inefficient, lack transparency, and result in delayed issue resolution. This project aims to develop a software-based platform that enables citizens to report civic issues, track their status in real time, and helps authorities manage and resolve complaints efficiently.	The proposed solution is a software-based crowdsourced civic issue reporting and resolution platform that enables citizens to report public issues such as road damage, water leakage, sanitation problems, and other urban concerns through a mobile or web interface. Users can submit complaints using images, live camera capture, geolocation, voice, and text descriptions.  Reported issues are automatically routed to the appropriate government department and authority level (ward, zone, or city) using location-based mapping. Authorities access a real-time dashboard with complaint details, geotagged evidence, severity indicators, and status tracking. A multi-level escalation mechanism ensures unresolved issues are automatically forwarded to higher officials, improving accountability, transparency, and response time in civic governance.	N
		ONCePgvLvBMNlwt09I2mVbsBrpf1	https://lh3.googleusercontent.com/a/ACg8ocKJqIveKtoNiQFhccGvIAdQOWBFBVu8andPwfPgImrJzLuKIA=s96-c	Dragon Warriors	Kaarthik	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Gedala	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kgedala@student.gitam.edu	1				N
		jPVaGAKUTCMaQH4xlvOXHmkLkzB3	https://lh3.googleusercontent.com/a/ACg8ocIP-mtEIoeDFUoLuwn-LIbpIiHIG-5zJtY-3x9LCefNDiYiRg=s96-c	Dragon Warriors	RUCHIKA 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	KOLA	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rkola@student.gitam.edu	1				N
		mqQ29PNIrthmNWi3l7YTxrrwSrE3	https://lh3.googleusercontent.com/a/ACg8ocI3TXPXhVBC2tAUbzUXOaQmhyP3kuZdlVSTjIt34M3xP60sOQ=s96-c	Dragon Warriors	Nihal	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Maredla	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nihalmaredla1@gmail.com	1				N
																								
15	112	9dRMU0pNe2SydZOfVDjMDPUyPWC2	https://lh3.googleusercontent.com/a/ACg8ocJ28tCXKb6seThkgTKH_T-nrYIal2S0owfZ_JKpbXbOq3z4F8X2=s96-c	Tech titans	Gorre (honey)	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Aaron	1	1	0	Anil Neerukonda Institute of Technology and Sciences	{"stringValue":""}	0	gorreaaron4christ@gmail.com	1				N
		EAan9VynxXW3ujt23WVPgi7b8gE3	https://lh3.googleusercontent.com/a/ACg8ocK0DaLF60F45mBehmPB_jTelTekSpDNTZvWglPZrrnTw_vxXyB6=s96-c	Tech titans	Teja	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Potnuru	1	1	0	Anil Neerukonda Institute Of Technology & Sciences	{"stringValue":""}	0	potnuruteja15@gmail.com	1				N
		I3ju0Zh2qhQ1aG5GkL7pD5z8kvG3	https://lh3.googleusercontent.com/a/ACg8ocIh-ZVYwpB7zzqZHzFnYd07EI5Gwf9_u9N4jOVAJIuB-5dQ-osZ=s96-c	Tech titans	Pavan	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Durga	1	1	0	Anil NEERUKONDA INSTITUTE of technology and sciences 	{"stringValue":""}	1	durgapavan133@gmail.com	1	 Python, Dictionary / JSON, Streamlit (optional UI)	In today’s rapidly evolving job market, students acquire multiple technical skills through college courses and online platforms, but they struggle to understand how these skills align with real industry roles. Most students are unaware of which roles they are suitable for, what specific skills they are missing, and how to plan their learning journey effectively. Existing platforms focus either on teaching skills or listing job opportunities, but they fail to clearly translate a student’s current skill set into industry-relevant roles with actionable guidance. This gap leads to confusion, poor career decisions, and reduced confidence among students.	We propose a Skill Gap Translator that bridges the gap between student skills and industry roles. The system takes a student’s current skills as input and compares them with predefined industry role requirements. It then identifies suitable roles, highlights missing skills for each role, and provides a clear learning roadmap. The solution is designed to be simple, explainable, and scalable, focusing on clarity rather than complex black-box models. This helps students make informed career decisions and plan their skill development effectively.	N
		cOqDRHLN10Po3GhTxAEpZa5pE2H3	https://lh3.googleusercontent.com/a/ACg8ocLJJOPzqEFAdM2xmXflr6SUU8gdx4Ikd9j0Trlt5LYl7Aa1uA=s96-c	Tech titans	Singireddi	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Pavan	1	1	0	Anil neerukonda institute of technology and sciences 	{"stringValue":""}	0	singireddipavan29@gmail.com	1				N
																								
16	112	ExMUrXeTwbcIGk3w1X2c2eTjrjA2	https://lh3.googleusercontent.com/a/ACg8ocKQaYT4-bcC7fd83hZLj8m-tFKdDgvLfJFmix5RHYiaWDXSMw=s96-c	Dragon Warriors	Surabathula 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Srivaishnavi 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	starsrivaishnavi@gmail.com	1				N
		ILNau790rMcDqlRPMLyYVpZV3d53	https://lh3.googleusercontent.com/a/ACg8ocI-nKmyi35Ema0p7mHCXQhbhRkvT7dVxYfi2lBvP1ToWP7QGg=s96-c	Dragon Warriors	SAI SRIJA 2024002512	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	NAGAM	1	1	0	{"stringValue":""}	{"stringValue":""}	1	snagam@student.gitam.edu	1	Frontend:  HTML, CSS, JavaScript , Leaflet.js for interactive maps and geolocation visualization  Backend:  Python ,FastAPI for building RESTful APIs   Pydantic for data validation , Uvicorn / Gunicorn as the API server  Database & Data Handling:  Structured data storage using Python data structures (Lists, Dictionaries, Sets, Tuples)  • Geolocation-based issue mapping  Additional Features:  • Image and voice-based complaint submission  • Role-based access for authorities  • Real-time status updates and escalation alerts	Existing civic grievance systems are inefficient, lack transparency, and result in delayed issue resolution. This project aims to develop a software-based platform that enables citizens to report civic issues, track their status in real time, and helps authorities manage and resolve complaints efficiently.	The proposed solution is a software-based crowdsourced civic issue reporting and resolution platform that enables citizens to report public issues such as road damage, water leakage, sanitation problems, and other urban concerns through a mobile or web interface. Users can submit complaints using images, live camera capture, geolocation, voice, and text descriptions.  Reported issues are automatically routed to the appropriate government department and authority level (ward, zone, or city) using location-based mapping. Authorities access a real-time dashboard with complaint details, geotagged evidence, severity indicators, and status tracking. A multi-level escalation mechanism ensures unresolved issues are automatically forwarded to higher officials, improving accountability, transparency, and response time in civic governance.	N
		ONCePgvLvBMNlwt09I2mVbsBrpf1	https://lh3.googleusercontent.com/a/ACg8ocKJqIveKtoNiQFhccGvIAdQOWBFBVu8andPwfPgImrJzLuKIA=s96-c	Dragon Warriors	Kaarthik	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Gedala	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kgedala@student.gitam.edu	1				N
		jPVaGAKUTCMaQH4xlvOXHmkLkzB3	https://lh3.googleusercontent.com/a/ACg8ocIP-mtEIoeDFUoLuwn-LIbpIiHIG-5zJtY-3x9LCefNDiYiRg=s96-c	Dragon Warriors	RUCHIKA 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	KOLA	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rkola@student.gitam.edu	1				N
		mqQ29PNIrthmNWi3l7YTxrrwSrE3	https://lh3.googleusercontent.com/a/ACg8ocI3TXPXhVBC2tAUbzUXOaQmhyP3kuZdlVSTjIt34M3xP60sOQ=s96-c	Dragon Warriors	Nihal	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Maredla	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nihalmaredla1@gmail.com	1				N
																								
17	112	0iRML41vmOarTwosYIMHKXWe1FW2	https://lh3.googleusercontent.com/a/ACg8ocL4Hh6zk31Kx8jJ7FyB_vPi_Me3X8hmuiQz3d1K9cEzRUD1mQ=s96-c	Chill Coders 	Lohith	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Lohith	1	1	0	{"stringValue":""}	{"stringValue":""}	0	lohith7322@gmail.com	1				N
		LFcWqyT9LiUGl9UdSZeA2xFzszk2	https://lh3.googleusercontent.com/a/ACg8ocL2v3n7-__ox1mhUOxBjIViF41KhHRPcSIxPhwItqmiWpPe9eL7=s96-c	Chill Coders 	Janakiram 2024031823 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Kolipakula 	1	1	0	{"stringValue":""}	{"stringValue":""}	1	jkolipak@student.gitam.edu	1	React.js,Node.js,PostgreSQL,Python(NLP),Firebase	Problem Statement - MSME Compliance Automation Software  Micro, Small and Medium Enterprises (MSMEs) face significant challenges in managing statutory and regulatory compliances due to multiple Central and State laws, frequent policy changes, and fragmented compliance systems. Manual tracking and limited legal awareness often result in missed deadlines, penalties, and loss of government benefits. There is a need for a centralized, software-based compliance automation platform that can identify applicable compliances for MSMEs, track statutory deadlines, and provide timely alerts. The objective is to reduce compliance burden, improve regulatory adherence, and enhance Ease of Doing Business for MSMEs.	Develop a centralized, cloud-based MSME Compliance Automation Platform accessible via web and mobile browsers.  Enable MSME onboarding and profiling to capture business type, sector, turnover, employee count, and state.  Automatically map applicable Central and State compliances based on business profile.  Generate a dynamic compliance calendar with monthly, quarterly, and annual statutory deadlines.  Provide automated alerts and reminders through email, SMS, or messaging platforms to prevent missed filings.  Offer a secure document management system for uploading, storing, and retrieving compliance records.  Include a dashboard and analytics module to show compliance status, pending actions, and risk indicators.  Support regulatory update notifications with simplified explanations of rule changes.  Ensure the platform is scalable, secure, and affordable, improving compliance adherence and Ease of Doing Business for MSMEs.	N
		cQqNxMR3QnZgVGGojx6VCvnLDL92	https://lh3.googleusercontent.com/a/ACg8ocKdB43Vvfx_QOCZk3yJntkKJUTdpeO_63q3uimYg-t7LX2lFg=s96-c	Chill Coders 	Dokkada 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Joshi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	joshirockstar38@gmail.com	1				N
		m92jZRMenlfSdgkDcntfLnL9W0h2	https://lh3.googleusercontent.com/a/ACg8ocJ87q8KE34IPfXbeqJc04KO7UfmoqQwK0FDnZoGFAPSEts0cQ=s96-c	Chill Coders 	Parvatha Reddy 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Deeraj	1	1	0	{"stringValue":""}	{"stringValue":""}	0	pdeeraj277@gmail.com	1				N
																								
18	112	LbEaMKVxmiQnXCVFww5oBcOXPYh2	https://lh3.googleusercontent.com/a/ACg8ocK_kqATOiM25UUYh_U_z4vplSb8OHqpY04M1nYEAksjlp2QBrRzOw=s96-c	MR4A's	Raut	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Maruti	1	1	0	{"stringValue":""}	{"stringValue":""}	1	marutiraut2004@gmail.com	1	ESP32-CAM - Detects flowers, stages, and positioning. ToF Sensors – Provides depth perception and aids aisle navigation. Servo-Driven Brush – Gently mimics natural bee pollination Motor Drivers – Enable precise rover mobility and brush control. Software & Control – HSV filtering for flower recognition, PID motor control, future ML integration. ml models : FOMO  for 2.0, and for 3.0 raspberry based YOLO v8 nano model	Decline of natural pollinators (bees, butterflies) due to habitat loss, pesticide use, and climate change.   ​Threatens global food production as many crops rely on pollinators for reproduction.   ​Increasing crop demands highlight the need for efficient and consistent pollination methods.	SmartBloom is an AI-powered robotic pollination system designed to address the decline of natural pollinators and the challenges of manual pollination in vertical and indoor farms. The system uses an ESP32/Camera or Raspberry Pi–based rover to autonomously detect flowers through computer vision and gently pollinate them using a servo-driven soft brush. Integrated sensors like AQI ensure healthy plant environments, while IoT connectivity enables monitoring and control. SmartBloom offers a low-cost, scalable, and eco-friendly alternative to traditional pollination methods, improving crop yield, reducing labor, and supporting sustainable agriculture. It’s built as a practical, deployable solution for modern farming.	N
		LxsLmVSEfScpX86nza0prg3aetn1	https://lh3.googleusercontent.com/a/ACg8ocKhcOO1TbMuDefk0Zy8bSore1ewn9S8Cv5BItjhhjIr2kBldSk=s96-c	MR4A's	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Avinash	1	1	0	{"stringValue":""}	{"stringValue":""}	0	avinashkumar.jsr09@gmail.com	1				N
		p1aj7p5bmce5y20d61aESvUvihq1	https://lh3.googleusercontent.com/a/ACg8ocLS8t_UbiGqjOZBJNxSG0hza4yYxD55J13k7azXkjZOhwH-hA=s96-c	MR4A's	antareepadhikari	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	antareep	1	1	0	{"stringValue":""}	{"stringValue":""}	0	aadhikar2@gitam.in	0				N
		wQgEcKACkEXOpEeIB6dMAqSJ85s2	https://lh3.googleusercontent.com/a/ACg8ocK37CNXmkh4Leq1TGlG10Awd5WptJ_9MPm5hQ81CJaskeD9yw=s96-c	MR4A's	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Ankit	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ankitthakur1764@gmail.com	1				N
																								
19	112	Euypxr8FmbYvYEk9Dpx9quTsWBp2	https://lh3.googleusercontent.com/a/ACg8ocKds6p1S8qpQZA4hNDUJOPeAczniWGCnIk1OxA2f6JQqIbAlg=s96-c	Ctrl + Win	Vynavi	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Potnuru	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vpotnuru5@gitam.in	1				N
		SDKLS8CI7jUeYpEDgcWyJ29fSub2	https://lh3.googleusercontent.com/a/ACg8ocLvl1jCKQNrzj2hMeLx2nYAjgs7_WykRGoW2jWAgNejve-j=s96-c	Ctrl + Win	gowthamrajana	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	gowtham	1	1	0	{"stringValue":""}	{"stringValue":""}	0	grajana@gitam.in	1				N
		TeH3tySWv6aWoPt5Z7YZdCiHHp32	https://lh3.googleusercontent.com/a/ACg8ocKVi-QeRPn-iNPo2OudSL3TABeUUSxkn88jYzIO6x_WCwkqbw=s96-c	Ctrl + Win	Netinti	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Snehitha	1	1	0	{"stringValue":""}	{"stringValue":""}	0	snetinti@gitam.in	1				N
		V0R3q4V7SdeJFclmrW32gkje8Xt2	https://lh3.googleusercontent.com/a/ACg8ocLtFdfHKU3UX_M4U91rdrBkf7LlH3_0k14x-IIPpQa9UF5ZNQ=s96-c	Ctrl + Win	Dasari	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Rahul Manoj PrabhuKeertan 	1	1	0	{"stringValue":""}	{"stringValue":""}	1	rdasari8@gitam.in	1	{"stringValue":""}	Late diagnosis of diseases such as diabetes, heart conditions, and respiratory disorders leads to preventable complications and deaths. Many individuals either ignore early symptoms or lack timely access to healthcare professionals. There is a critical need for an intelligent system that can analyze symptoms, lifestyle patterns, and medical history to identify potential health risks at an early stage and encourage preventive care. 	We propose an AI-powered early disease detection platform that allows users to input symptoms, lifestyle habits (diet, sleep, physical activity), and basic medical history. Using machine learning models, the system predicts the probability of potential diseases and categorizes the risk level (Low / Medium / High).  The solution provides:  • Early risk alerts  • Personalized health recommendations  • Guidance on when to consult a doctor  The platform focuses on preventive healthcare, accessibility, and data privacy, making it suitable for both urban and rural users. 	N
																								
20	112	IJMxdrYEyiZBszmgL8EGMvfxgCk2	https://lh3.googleusercontent.com/a/ACg8ocJyfCqOfruCag-pMGs78zJxDNjjku-xnjQZM_sFp2X935M61Tw=s96-c	Eco Architects 	pävan	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Sáï	1	1	0	Sanketika Vidya parishad engineering college 	{"stringValue":""}	0	vipparthisai@gmail.com	1				N
		XTrVgoJXiaf5kEkCX48oZRxfdI42	https://lh3.googleusercontent.com/a/ACg8ocLB6Pd1CrKexgwuLmeDzVcXQ-SnlxiJkczZuZnqdSjsMQDSUfGb=s96-c	Eco Architects 	Prashant Kambala	{"stringValue":""}	{"stringValue":""}	They/Them	Other	captured	{"stringValue":""}	Sai	1	1	0	Sanketika vidya parishad engineering college 	{"stringValue":""}	1	saiprashanthkambala@gmail.com	1	Javascript, CSS,HTML	Creating program to control major civic issue in society. Which rise issue to the different individual commission. And issue solved by department	Urban citizens frequently encounter civic issues such as damaged roads, garbage accumulation, water supply failures, and emergency situations related to health, fire, or law enforcement, but lack a unified digital platform to report and track these problems efficiently. The “Report and Develop” civic issue reporting system addresses this problem by providing a responsive web-based prototype that allows citizens to report both normal and emergency issues using text, images, videos, audio recordings, and location details. The system enables users to view nearby issues, filter them by category, upvote important problems, and track the status of their own reports as pending, in progress, or resolved. User profiles, theme and language preferences, and issue data are managed using browser localStorage, making the application fully functional without a backend server. Overall, this solution promotes transparency, faster response, and active citizen participation in improving urban infrastructure and public services.	N
		a2arhvAEBkcYQR8qBMRiClpDl6Z2	https://lh3.googleusercontent.com/a/ACg8ocL5QFYZWfXn1707FcCHQcjGbxEhmrUGigRqOrtldWDz6mzWxBc=s96-c	Eco Architects 	Venkatesh	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Paila	1	1	0	{"stringValue":""}	{"stringValue":""}	0	venkateshpaila72@gmail.com	1				N
		wCxDhnzL2wZYM6WPshBr7HSNl8l2	https://lh3.googleusercontent.com/a/ACg8ocKokWmjqUP_CAn1CxwyuluhmoFgUAebtEJj8jvsoU76ytMLmQNO=s96-c	Eco Architects 	Krishna Kopanathi	{"stringValue":""}	{"stringValue":""}	They/Them	Other	captured	{"stringValue":""}	Mohan	1	1	0	Sanketika vidhya parishad engineering college 	{"stringValue":""}	0	mohankrishnakopanathi@gmail.com	1				N
																								N
21	112	MAKipjc8jXO1FFepV5SRLE7kJBr2	https://lh3.googleusercontent.com/a/ACg8ocJPRfOUI9Bfdio7EeLP-62rPH5Almh-jW8Uxu3OO5GSkYKhCO8=s96-c	Maddies 	navyasreesirasapalli	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	navyasree	1	1	1	{"stringValue":""}	{"stringValue":""}	0	nsirasap@gitam.in	1				N
		YudYCpRZlTgken4ojqFAdaoS4vP2	https://lh3.googleusercontent.com/a/ACg8ocIB2KlgAmWtRY7PmFLh51bvJ_TecXRqOdTefC-Km7T44sWyhlA=s96-c	Maddies 	Jaahnavi Neelam 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Jaahnavi	1	1	0	{"stringValue":""}	{"stringValue":""}	1	jneelam2@gitam.in	1	Node.js, HTML, Mobilenetv2, Yolo v11	Current automated harvesters rely on cloud-based AI, which suffers from high latency, dependency on unstable rural internet, and expensive data costs, leading to slow and unreliable performance. 	EdgeAI enabled Real-time Fruit Harvester for Automated Smart Farms:  We are building an EdgeAI-enabled harvester that processes all AI inference locally on the device hardware. By eliminating the cloud, our system achieves real-time accuracy, functions 100% offline in remote areas, and significantly reduces operational costs for smart farms.	N
		fRwfieLti6aS5QMGBtCwH9L9VIl2	https://lh3.googleusercontent.com/a/ACg8ocK4vv6NK5necVvpztCL99qHLHZlMPbqzQUVbOoQdJeNTAqh0g=s96-c	Maddies 	Borusu	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Annie Christian 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	aborusu@gitam.in	1				N
																								
22	112	BQcpDaXlFpYUKNXnJht2nZl99Rs1	https://lh3.googleusercontent.com/a/ACg8ocJzGlCw1X0unOvFj4oBIlPVkCVd-i7zwDbHtmWX67v7ODVdqw=s96-c	CampusCred	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Akhil	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vanapalliakhil2006@gmail.com	1				N
		F3Czpq2Vz3boNnCh4cEYMhRy8rl2	https://lh3.googleusercontent.com/a/ACg8ocLEsA8yNO_AmSDHspWLZP85FmegLOgiOvrSySgTZvMuCXFJ2A=s96-c	CampusCred	jai karthik	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Rayapalli	1	1	0	GAYATRI VIDYA PARISHAD COLLEGE OF DEGREE AND PG COURSES-RUSHIKONDA	{"stringValue":""}	0	rayapallijaikarthik@gmail.com	1				N
		XObmsSdxuNcWyOvY4RLkasHCr8B3	https://lh3.googleusercontent.com/a/ACg8ocJnZzxjmfME5IK3g_CnUQ8T8jhbiJKubuOSV4AtiTIfDbooyORLKA=s96-c	CampusCred	Gopichand 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Chigurupalli	1	1	0	Gayatri Vidya parishad college for degree and pg courses 	{"stringValue":""}	0	chigurupallikrishnarao800@gmail.com	1				N
		ZhEihxiR7IVnFwSOyWdVQfCZJ0F3	https://lh3.googleusercontent.com/a/ACg8ocLAGq-V2pcpoWhmPZ8oMii4l_33D9fGBdKs3OMyHhLicnqDWsXa=s96-c	CampusCred	Vardhan	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Harsha	1	1	0	GAYATRI VIDYA PARISHAD COLLEGE FOR DEGREE AND PG COURSES (AUTONOMOUS)	{"stringValue":""}	1	patnaik.harsha07@gmail.com	1	Frontend: React.js + Tailwind CSS , Backend: Python + Flask (or FastAPI) ,AI/ML: Python, Pandas, NumPy, Scikit-learn, Data: Synthetic student financial dataset (CSV) ,Visualization: Chart.js / Recharts.	Problem Statement In India, most college students and first-time earners have no formal credit history and limited financial guidance. Although students manage income from allowances, stipends, or part-time work, they often lack discipline in managing expenses and savings. As a result: Students overspend without tracking income vs expenses Develop poor financial habits at an early stage Fall into EMI / BNPL traps Get rejected when applying for their first loan due to lack of readiness Traditional financial systems evaluate credit history, not financial discipline, leaving students unprepared and excluded.	Proposed Solution Student Finance Guardian is an AI-powered guidance platform designed specifically for students to: Analyze income and expense behavior Encourage disciplined financial habits Prepare students for future loan readiness The system evaluates financial behavior instead of credit history and generates a Student Financial Readiness Score, along with clear guidance to improve it.  How the Solution Works Student Inputs → AI Analysis → Readiness Score → Actionable Guidance Key Features: Tracks income vs expenses patterns Identifies unhealthy spending habits Guides students on savings and expense control Builds discipline for responsible borrowing	N
																								
23	112	407EJYSHzjWW62MRBS3OU2fdU873	https://lh3.googleusercontent.com/a/ACg8ocLp3LHFC_ToKyVu6mKLTayq3ghKl4I4awzt-usbbAwWb9O_Ow=s96-c	Gyan setu 	GEETHA KOUMUDI 2024021812	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	LANKA	1	1	0	{"stringValue":""}	{"stringValue":""}	0	glanka@student.gitam.edu	1				N
		DRZjaRfR9SPNjnCHoWg3f5KMh5H3	https://lh3.googleusercontent.com/a/ACg8ocK3DKjxYRoql-pgBI5cGqk8LgQcuP5nry2fH51J9D4OwL4uOA=s96-c	Gyan setu 	ommi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	chaitanyakrishna	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ommichaitanyakrishna@gmail.com	0				N
		U1umsR7NNOaO7W7GzBBisDoLwdL2	https://lh3.googleusercontent.com/a/ACg8ocLnCoc35uB18UwpQfT4HSFmkSOdGofQRCMGB1VTuwNiBAnCiQ=s96-c	Gyan setu 	TRIBHUVANESWAR MANO 2024014585	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	BANDARU	1	1	0	{"stringValue":""}	{"stringValue":""}	0	tbandaru@student.gitam.edu	1				N
		ZpSHgqArzLQOcrRcXGoCR6Iv4202	https://lh3.googleusercontent.com/a/ACg8ocIN87pteOQaymbgdBSI13gGsjXmsbc6cs9AzMCbRDy_j5GliNc=s96-c	Gyan setu 	Varma	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Koushik	1	1	0	{"stringValue":""}	{"stringValue":""}	1	varmakoushik2007@gmail.com	1	Tech Stack Frontend (User App) HTML, CSS, JavaScript / React Backend (Real-Time Data) Firebase / Supabase Location & Maps Geolocation API, Google Maps API Notifications & Alerts Firebase Cloud Messaging (FCM), SMS API (optional) Admin Dashboard Web Dashboard (HTML / React)	In campuses and public spaces, emergencies such as medical collapse, harassment, or accidents often occur in situations where the victim cannot make a phone call, speak loudly, or type a message. Existing emergency solutions fail because they: Depend on voice calls or long forms Require multiple steps during panic Are not usable in silent or threat scenarios Do not guarantee fast routing to the nearest responders As a result, critical response time is lost, turning preventable situations into serious incidents.	Silent SOS is a one-tap emergency alert system that allows users to silently trigger help, automatically sharing their real-time location and emergency type with nearby responders and authorities — without calling or typing. The system is designed for panic-proof usage, where speed, simplicity, and reliability matter more than complexity. Silent SOS is designed to work in panic situations where speed and simplicity are critical. The user opens the application and triggers an emergency by tapping a single SOS button—no login, no typing, and no phone call required. The system works even when the phone is in silent mode, ensuring that the alert can be sent discreetly in sensitive situations. Once activated, the system automatically captures the user’s real-time GPS location without requiring any manual input. This eliminates confusion during emergencies and ensures accurate positioning. The user then selects the type of emergency—Medical, Safety/Harassment, or Accident—so responders can understand the situation and prepare appropriately before reaching the location. The alert is instantly transmitted to multiple endpoints, including campus security or a control room, nearby registered volunteers, and a centralized admin dashboard. This multi-channel routing ensures faster response and reduces dependency on a single authority. On the live admin dashboard, authorities can view the exact location on a map along with the emergency type, timestamp, and alert status (New, Acknowledged, or Resolved). This real-time visibility creates accountability, enables coordinated response, and significantly reduces emergency response time.	N
		qglK2Yiej9gDpC2XVVI1AI2YNEY2	https://lh3.googleusercontent.com/a/ACg8ocJ6NVlXKtKwUoowAj66wwJ91Btm_EAR0ApPUnjLcoOhVpUmV9A=s96-c	Gyan setu 	Paila	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Sahitya	1	1	0	National Institute of Technology Srinagar	{"stringValue":""}	0	sahitya2703@gmail.com	1				N
																								
24	112	cQvXE6nQ6UVbKkblcw0WYYckjjY2	https://lh3.googleusercontent.com/a/ACg8ocIN0ejuAegQPFS_Zll0G2FlnIgi9oi7BPGaZX_7N-TX5yn-bQ=s96-c	Vibe Ignitors	SRIRAM	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	SEKHAR	1	1	0	{"stringValue":""}	{"stringValue":""}	1	sekharsriram567@gmail.com	1	{"stringValue":""}	AI-Driven Pollution Source Identification, Forecasting & Policy Dashboard for Delhi-NCR	BACKGROUND; Delhi-NCR pollution is episodic and seasonal, driven by multiple overlapping factors: crop stubble burning in Punjab/Haryana, traffic congestion, industrial activity, and meteorological conditions. Current forecasting tools lack source-level granularity, citizen-level accessibility, and real-time policy feedback.  DESCRIPTION; Developing a software platform (web + mobile) that provides: SOURCE IDENTIFICATION– Use satellite data (e.g., NASA MODIS, ISRO), CPCB monitors, and IoT sensors(Optional/Dummy data) to trace pollution back to its source. FORECASTING: AI/ML-driven short-term (24–72 hrs) and seasonal predictions for AQI trends. CITIZEN APP: Hyperlocal AQI with personalized health alerts, safe-route suggestions (e.g., less polluted roads for jogging/commute). POLICY DASHBOARD ; -Data visualization tools for policymakers showing: - Source contribution breakdown (e.g., stubble burning vs. traffic). - Effectiveness of interventions (odd-even policy, ban on firecrackers, construction halts). - Recommendations generated by AI for targeted interventions.  SOLUTION: Providing transparent, data-driven insights for both citizens and policymakers. Helping enforce evidence-based interventions (e.g., focus on stubble burning vs. vehicular restrictions). Promote citizen engagement through personalized alerts and awareness. Mobile & Web App for citizens. Policy Dashboard with real-time analytics and AI forecasts.	N
		eg0P4rmizbboTW9ZPLRhRyoQfzC2	https://lh3.googleusercontent.com/a/ACg8ocLJ5bwq9HluUYnA6qfenGUpPiJ4-ZObaCkxFRkL1fJ8D37GcA=s96-c	Vibe Ignitors	Satvik	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Satvik	1	1	0	{"stringValue":""}	{"stringValue":""}	0	satvikyavvari2@gmail.com	1				N
		tY7QV5cVebPIzVzp6hQOXnRJUFG2	https://lh3.googleusercontent.com/a/ACg8ocLC4TvjbofyU3B6NfFVycFPTOjZ-Rs74tTXUGbMO4x5Gk2sMg=s96-c	Vibe Ignitors	sai Reddy	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Dheeraj	1	1	0	{"stringValue":""}	{"stringValue":""}	0	reddydheerajsai@gmail.com	1				N
		x3I53dgEJDOHTISWTK90ennZyVR2	https://lh3.googleusercontent.com/a/ACg8ocKQDNLxsiD0ZTEX8tModv3hCbQ9lWPmpW29XsSj00aAPsbV_mo=s96-c	Vibe Ignitors	Pranav	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Pranav	1	1	0	{"stringValue":""}	{"stringValue":""}	0	pranavpetla95213@gmail.com	1				N
		yMvB8XQO3sbKeFCrtxIYXV9B8n73	https://lh3.googleusercontent.com/a/ACg8ocI8xPQhlyckG7Cmv8enlJetAOrKtjEmYWtBxukiJfZUGWSGg0c=s96-c	Vibe Ignitors	Prithvi	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan Institute of Engineering Women	captured	{"stringValue":""}	Gulipalli	1	1	0	{"stringValue":""}	{"stringValue":""}	0	prithvigulipalli07216@gmail.com	1				N
		zFBzgfCBFGXch9oBss6WO0pVIwJ2	https://lh3.googleusercontent.com/a/ACg8ocLPesA8uCMBFTPZRDbdElUSzcLJhyoansuorLinKjnJWOf4udr7=s96-c	Vibe Ignitors	Dhanunjay	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Palleti	1	1	0	{"stringValue":""}	{"stringValue":""}	0	palletidhanunjay@gmail.com	1				N
																								
25	113	3sG8kDWfJLbpPXjK4aAunSxTS7g2	https://lh3.googleusercontent.com/a/ACg8ocIxMdVppxVkSVazD8slkzpOJErwguZEMPqXtptfRnI2pLaVwQ=s96-c	CognitoSense	somanathrajuchoutipalli	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	somanathraju	1	1	0	{"stringValue":""}	{"stringValue":""}	0	schoutip2@gitam.in	1				N
		VzyABOW6b0fkg4XVxIHC1brerc42	https://lh3.googleusercontent.com/a/ACg8ocLTvwliaqqPjUUpPgNeX2z-aEi7saEwjZvq9cqHTBel4VgnB7g=s96-c	CognitoSense	saisatyasatvikbhasuru	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	saisatyasatvik	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sbhasuru@gitam.in	1				N
		jdwMagZGctYKTXTwNk8EsbTjPZ43	https://lh3.googleusercontent.com/a/ACg8ocLTmzUmLCjkofcd7ivmbNH050dqO8CfarCIpDJUQfyX3oy2GQ=s96-c	CognitoSense	koradadakshayani	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	korada	1	1	1	{"stringValue":""}	{"stringValue":""}	1	kdakshay@gitam.in	1	React.js for the frontend, Node.js and Python for backend processing, TensorFlow for hesitation pattern detection, and Google Cloud with Firebase for storage and deployment.	Most digital learning and productivity tools support students only after deadlines are missed or tasks are completed. However, students often struggle much earlier—when they first open an assignment and do not know how to begin. They hesitate, stay idle, or keep switching between tabs, which leads to unfinished work and loss of productivity. Current systems fail to detect these early hesitation moments and provide timely guidance. There is a need for a system that can identify early signs of hesitation and support students at the right moment, before productivity is lost.	We propose an AI-based system that detects early hesitation patterns when a student starts working on a task, such as inactivity, frequent tab switching, or lack of progress. The system identifies these moments in real time and provides simple, timely guidance to help the student take the next step. By offering support before deadlines are missed, the solution helps prevent productivity loss and improves task completion.	N
		llR9cYEW6bWFPWTutvXyJIq4vze2	https://lh3.googleusercontent.com/a/ACg8ocJ2_NInOjWNfAs6BWXizChpKngNmabQN2R3Z95OlNTrfbRVog=s96-c	CognitoSense	manikantachavu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	manikanta	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mchavu@gitam.in	1				N
		tVw0o8OXXDerxbCfjRCD3P74uFi2	https://lh3.googleusercontent.com/a/ACg8ocJdaflKYAGa8KiMkM0fGPt_NyC5lsn8k3wvEU9xWo0rKBP_nw=s96-c	CognitoSense	chandramohankalisetti	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	chandramohan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ckaliset2@gitam.in	1				N
																								
26	113	Lbqld2HPT5Ue6iNKqcZG3u8s8FO2	https://lh3.googleusercontent.com/a/ACg8ocK8ZEQ6bId4q-tmOsy3h-PY9iKvN0vWgQgviA3hxHGOVd4RGA=s96-c	AURA 	Sidhireddi	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sai Nikhitha	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ssidhire@gitam.in	1				N
		U5ZrqAOMAARwDUOgUF3jEJiR68Q2	https://lh3.googleusercontent.com/a/ACg8ocIDMuO-7a0BT3Tm33X19M79ahzRxQ8u3Z2W7ZQH6MYldFMSFdXZ=s96-c	AURA 	Lakeesha 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Baswa 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	lbaswa@gitam.in	1				N
		lIFf5rn46WVXJHEjnWmLINXlbmx2	https://lh3.googleusercontent.com/a/ACg8ocJA_XJjlqupK_yH7RLy5FeHwL4H9KtAawfgk504lV_-Umylmw=s96-c	AURA 	Chowdary	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Kundana	1	1	0	{"stringValue":""}	{"stringValue":""}	0	kguduru2@gitam.in	0				N
		lP4xX7ivD0aqCzHqRKcp2Itiktt1	https://lh3.googleusercontent.com/a/ACg8ocKNMKNEs1J29o1LUOtEc7nnSpMm3wVCAlJfwM6-HA8lhQz2ew=s96-c	AURA 	Matthew Nathan	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Arokya	1	1	0	{"stringValue":""}	{"stringValue":""}	1	arokyamatthewnathan@gmail.com	1	Frontend: Streamlit (Python-based, rapid deployment). Backend: Python (FastAPI/Flask). AI Engine: Google Gemini 3 Pro & Flash (for reasoning & vision). Orchestration: Google AI Studio (Function Calling). Memory: ChromaDB (Vector database for long-term recall).	Current AI assistants are mostly reactive chatbots. They cannot handle complex, multi-step workflows or remember long-term context. Users still have to manually coordinate tasks between different apps. There is a lack of an intelligent assistant that can leverage multimodal context (text + images) to reason through problems and automate decision-making processes efficiently. 	We built AURA, an intelligent agent powered by Google Gemini 3 Pro. Unlike standard bots, AURA utilizes Gemini's massive context window to remember user history and its Function Calling capabilities to structure complex plans. AURA takes a user's vague goal (e.g., "Plan my travel"), breaks it into actionable steps using Gemini's reasoning, and executes the logic. It bridges the gap between a chatbot and a true digital executive assistant. 	N
																								
27	113	8OzyWYD3ODgsbK6uXvKMFfpggqo2	https://lh3.googleusercontent.com/a/ACg8ocKhiAxEK1zuikcvUF_VAgW5j5GOQuFQLUkwTY34GeeiVCjcvKTJ=s96-c	Alpha-Q_2.0	Putti 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Pallav Sai Teja	1	1	0	{"stringValue":""}	{"stringValue":""}	0	pputti@gitam.in	1				N
		9XHiQGbQ4ZhrWSYKyavTbczFqUC3	https://lh3.googleusercontent.com/a/ACg8ocKMOepKQixRmvQaCnNoq-p-6_7iD0k66S4-l7T7EgbNpvhJkA=s96-c	Alpha-Q_2.0	Saahi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Rentapalli 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	srentapa@gitam.in	1				N
		N5lbZZsfr4VbkUsVHD4o2HWN4LL2	https://lh3.googleusercontent.com/a/ACg8ocLaztbGsUw_QxY21H8xCq7Y3LeoBTC3HgiWh7Zyx4lPs420YA=s96-c	Alpha-Q_2.0	meghashyamtumati	{"stringValue":""}	{"stringValue":""}	They/Them	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	meghashyam	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mtumati@gitam.in	1				N
		m5FQyDCHoUdcryuTmObH0TYSDMk1	https://lh3.googleusercontent.com/a/ACg8ocK8TtAAE1WgzFiDhsYJWuYHcqaKnXnG4v1CCbuTcu37EkHb=s96-c	Alpha-Q_2.0	Vemuri	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sai Rohit	1	1	0	{"stringValue":""}	{"stringValue":""}	1	svemuri6@gitam.in	1	( PERN STACK ) -> React & React Native – frontend frameworks for web admin and cross-platform offline exam client ,  Node.js & Express.js – backend for authentication, sessions, etc,  Google Cloud Run – stateless server,  Cloud SQL – relational database for users, admins, logins,etc, Cloud Storage – object storage for non-SQL data , Google Speech-to-Text API, Text-to-Speech API,  Firebase Authentication – secure login, Vertex AI– evaluates and compares answers ,  API Gateway – secures and routes  APIs between  applications,  Cloud Logging and Docker – containerizes applications for consistent deployment	A large number of students are unable to take written examinations in a fair and independent way because of physical or motor disabilities. This includes not only people who are visually impaired, but also those who cannot use their hands properly due to injury, neurological conditions, or long-term physical limitations. Today, such students are forced to depend on human scribes or assistants to write their answers. This creates serious problems: loss of privacy, risk of misinterpretation, delays, uneven quality of support, and in many cases, an unfair assessment of the student’s real knowledge.  Even beyond disability, traditional pen-and-paper exams are a rigid way of testing understanding. Many students are better at explaining ideas by speaking rather than writing long answers under pressure.	We propose a secure, offline-first examination system that allows students to take exams using voice and simple physical controls instead of writing. It is designed for people who cannot write with their hands, visually impaired users, and anyone who prefers spoken responses. The student application can run on desktops, tablets, or mobile devices and is delivered in a containerized form with all required components included. Before the exam, it downloads questions and settings from the server, then switches into a locked exam mode and runs fully offline, allowing students to listen to questions, answer by speaking, repeat, navigate, and submit using buttons or voice commands.  All responses are recorded as audio and converted into text locally, with both stored securely on the device during the exam. Once the exam is finished and internet access is restored, the complete exam data is uploaded to the backend for evaluation. The system supports two user roles: students who take exams through the client app, and administrators who use a separate interface to create exams, review answers, listen to recordings, and assign or verify marks, each through their own secure APIs and data stores.  The backend runs on Google Cloud services to ensure reliability, scalability, and data security. Standard exam-proctoring and software security practices such as encrypted communication, activity logging, and controlled access are followed. By removing the need for human scribes and enabling offline, accessible, voice-based exams, the platform improves fairness, protects privacy, and simplifies exam management for institutions.	N
																								
28	113	5vw7abmJf7ZhhTHvFkAFaKH6fja2	https://lh3.googleusercontent.com/a/ACg8ocL5plJotxPM0bJdWvaFPh_TjMg3XlPn5_VwXT3Ciyy2z91tMA=s96-c	Team Aavishkaar	Vijay	{"stringValue":""}	{"stringValue":""}	He/Him	GMR Institute of Technology	captured	{"stringValue":""}	Maddila	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vijaymaddila2006@gmail.com	1				N
		XoFkosBECuXeaz0knhS1RYuNxVE3	https://lh3.googleusercontent.com/a/ACg8ocLiyppoe2scJa00sptHLz-Pilkq6hRmHyaoVxLKkYOKEtAcWiRe=s96-c	Team Aavishkaar	Vasireddy	{"stringValue":""}	{"stringValue":""}	He/Him	GMR Institute of Technology	captured	{"stringValue":""}	Tharun	1	1	0	{"stringValue":""}	{"stringValue":""}	0	tharunvasireddy73@gmail.com	1				N
		n7vMv5w4rjRajzzQeTFrE6YzEbr1	https://lh3.googleusercontent.com/a/ACg8ocLcuNjWJAZef9obMVVHLBS78Fg6wQNUeW1FDqWttTGjhfh2tm8=s96-c	Team Aavishkaar	Varshith	{"stringValue":""}	{"stringValue":""}	He/Him	GMR Institute of Technology	captured	{"stringValue":""}	Teja	1	1	0	{"stringValue":""}	{"stringValue":""}	1	varshithteja86@gmail.com	1	Flutter, Nodejs, MongoDb, Firebase, websockets, express	Many college students enter B.Tech programs feeling clueless, confused, and overwhelmed due to the lack of structured guidance throughout their academic journey. Information related to placements, interview preparation, campus events, hackathons, internships, projects, and mentorship is scattered across multiple platforms such as WhatsApp groups, emails, notice boards, and social media. This fragmentation results in missed opportunities, poor decision-making, ineffective preparation for placements, and increased stress among students who already struggle to balance academics and career planning.	UniSync is a unified, AI-powered platform designed to guide college students through their academic and career journey from day one. It centralizes campus activities like events, hackathons, internships, and peer collaboration, while also offering career-focused tools such as AI-powered mock interviews, structured placement roadmaps, project guidance, mentorship access, and resume evaluation. By bringing everything into a single, mode-based platform, UniSync reduces confusion, improves focus, and helps students make informed decisions at the right time.	N
																								
29	113	AXpLXM2th1QAI9k5Ys0DUMC5oqI3	https://lh3.googleusercontent.com/a/ACg8ocIRGEfCipsTx18PZ0Kj1gmwjGRHFGVGant7bcKM0nXjLvdYJQ=s96-c	XCoders 	MANASWINI 2024095616	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	BONAGIRI	1	1	0	{"stringValue":""}	{"stringValue":""}	0	mbonagir@student.gitam.edu	1				N
		FvLaXzcHRLNUzDwcRocijeFRtxo1	https://lh3.googleusercontent.com/a/ACg8ocLJbsdCADdyaX7oNiHrc0fzIkn2teVEuYeKUVbwSeXAQVRJyg=s96-c	XCoders 	Mansoor 	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Naumaan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	nmansoor@student.gitam.edu	1				N
		VBbe1rOvjRg6X4TFOPedEQgwo472	https://lh3.googleusercontent.com/a/ACg8ocK8bDLpBfVuHJ7rr94L92gS3ePZbMg02H8js--g5y3klnH7WA=s96-c	XCoders 	Balabhadruni 2024142786	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Swathi	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sbalabha@student.gitam.edu	1				N
		isqCqKTMIiSFWOXSrcOY1zyb8BM2	https://lh3.googleusercontent.com/a/ACg8ocJe3QVn-lumqNMn2JYdSjJR015nWqCg3X2g47UQmeCiO3OZ=s96-c	XCoders 	Akram Syed	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Wasim	1	1	0	{"stringValue":""}	{"stringValue":""}	0	wsyed@student.gitam.edu	1				N
		nJFkPL19YqXkxakOlLSonpOezFy1	https://lh3.googleusercontent.com/a/ACg8ocJv9yfpQMMgFnZtyFVwJ8Qan83OUi_urpbQm56NRrjKwmsIVwc=s96-c	XCoders 	BABA FAKRUDDIN 2024182949	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	SHAIK	1	1	0	{"stringValue":""}	{"stringValue":""}	1	fshaik8@student.gitam.edu	1	Frontend: React Backend: Node.js Database: MongoDB APIs: Meta Graph API, WhatsApp Cloud API Authentication: OAuth Hosting: Firebase	  Businesses advertise on multiple social media platforms. Customer messages and leads come from different apps, making it difficult for business owners to track, respond, and manage everything efficiently. This results in missed messages, lost leads, and poor customer engagement.	 A single unified platform that collects all customer messages and leads from different social media platforms into one dashboard. Business owners can view, respond, and track all interactions in one place, improving response time and customer conversion.	N
																								
30	113	GeMYB32IcChc18Oi4jj7Vx6f2D43	https://lh3.googleusercontent.com/a/ACg8ocK3KDsxqZTEXLOJpNvJ3PMt6XNlMNJNf3Rp6AMu6WjzvYhI0g=s96-c	The competetors	Merthipati	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Gouthamh	1	1	0	{"stringValue":""}	{"stringValue":""}	0	gmerthip@student.gitam.edu	1				N
		XBfrCCPZsIM4J7gaZFTHUeTzEUH2	https://lh3.googleusercontent.com/a/ACg8ocJ1O_x14kKXhVnnnXOwhp549sUJBrSR3m3K5NRQBmgibIp38A=s96-c	The competetors	Reddy Sadi	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sathish	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ssadi@student.gitam.edu	1				N
		pkRIepEfLOOypLzcZky0xlnpd6j1	https://lh3.googleusercontent.com/a/ACg8ocJxQ0EhbSUs22RTTweryF9P2Uwd0CyLBlX2uUJeaGkKRnMvKa8=s96-c	The competetors	K	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Charanjeet	1	1	0	{"stringValue":""}	{"stringValue":""}	1	charan93117@gmail.com	1	Programming Language: Python Core Concepts: Functions, loops, conditional statements, file handling Libraries: speech_recognition – for voice input pyttsx3 – for text-to-speech feedback datetime – for scheduling and tracking tasks os – for file and system operations Platform: Command Line Interface (CLI)	Students often struggle to plan and manage their studies effectively due to busy academic schedules, mental fatigue, and lack of consistency. Existing study planner applications require constant manual input, frequent typing, and complex interfaces, which discourages regular use—especially during stressful exam periods. As a result, students waste valuable time planning instead of studying, fail to adapt their schedules when plans change, and gradually lose motivation. There is a need for a simple, natural, and time-efficient study planning system that reduces friction and helps students maintain consistent study habits without increasing cognitive load.	The proposed solution is an AI Voice-Controlled Study Planner that allows students to create, update, and manage their study schedules using simple voice commands. Instead of manually typing tasks, students can speak naturally to add subjects, set study durations, reschedule tasks, and track daily progress. The system converts voice input into structured study plans, provides instant feedback, and adapts schedules when plans change. By offering a hands-free, conversational interface through a Command Line Interface (CLI), the solution minimizes effort, saves time, and encourages consistent study behavior. The focus is on simplicity, accessibility, and productivity, making study planning stress-free and intuitive.	N
																								
31	113	HbLtOR5WTAgH7ZzPgcge4qx0ifR2	https://lh3.googleusercontent.com/a/ACg8ocIeqTeCkWz1iObtCj_oFju5qy_EoWxOMxvtpSgzYmaiMJwMlSim=s96-c	TECHNOMADS 	Dakkata	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Gani	1	1	0	Avanthi institute of engineering and technology	{"stringValue":""}	0	ganidakkata@gmail.com	1				N
		MvCDm7WVHkc2uP7MPuggtqxuMHJ2	https://lh3.googleusercontent.com/a/ACg8ocKRLBF2IjZxjiMRXLvM15tq4RTjjw1sX8bKwdu7VYSCnVA1Xg=s96-c	TECHNOMADS 	Poldasu	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Siddardha	1	1	0	Avanthi institute of engineering and technology 	{"stringValue":""}	0	siddardhapoldasu@gmail.com	1				N
		cyElrG3kppfnuDByNcCHr80oF153	https://lh3.googleusercontent.com/a/ACg8ocLDlHd2gRI5_WWhrEbAKg5vMa7kDqq7mMTfs4ZZookM5swv-w_K=s96-c	TECHNOMADS 	Kumar	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Rajeev	1	1	0	Avanti engineering college 	{"stringValue":""}	0	rajeevgaming48@gmail.com	1				N
		m0yIEcQ01jNZORKLYWXc6miRwuX2	https://lh3.googleusercontent.com/a/ACg8ocK6GwjBe5yk5W6YnCzD_ggeDZhoB948hfDpHus8f7C1KTUPmw4=s96-c	TECHNOMADS 	SIVARATHRI	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	LOKESH	1	1	0	Avanthi institute of engineering & technology	{"stringValue":""}	0	lokeshsivarathri@gmail.com	1				N
		pxD9meyRnrS3yz7EMlOO7yIbSh73	https://lh3.googleusercontent.com/a/ACg8ocL6HMrTa_oiEoOyi2dAui9ONFS1zvzu_DPR0_ZZtBudN86PJA=s96-c	TECHNOMADS 	KAMESWARI 	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Ruthala N V S 	1	1	1	Avanthi Institute of Engineering and technology makavarapalem 	{"stringValue":""}	1	manasaruthala5@gmail.com	1	⚙️ Tech Stack 🖥 Frontend React.js / Next.js – Web UI Tailwind CSS – Clean, calming UI Chart.js / Recharts – Mood analytics visualization 📱 (Optional) Mobile App Flutter / React Native 🔙 Backend Python (FastAPI / Flask) – API services Node.js (optional) – Real-time chat handling 🤖 AI / ML OpenAI API / Gemini API – Conversational AI Hugging Face Transformers – Sentiment & emotion detection spaCy / NLTK – NLP processing 🧠 Machine Learning Models Sentiment Analysis Model Emotion Classification Model Risk Detection Model (rule-based + ML)	AI-powered Mental Health Copilot  Mental health support is often inaccessible, expensive, and stigmatized. Many individuals hesitate to seek help or lack immediate access to trained professionals. Existing digital tools are either too generic or fail to provide personalized, real-time emotional support.	AI-powered Mental Health Copilot is a 24/7 intelligent assistant that provides empathetic conversations, mood tracking, stress analysis, and early mental health support using AI and data-driven insights. It does not replace therapists, but acts as a first-line support system to guide users toward better mental well-being. 1️⃣ Conversational Emotional Support AI chatbot trained to respond with empathetic, non-judgmental language Users can freely talk about stress, anxiety, loneliness, burnout, etc. Context-aware conversations using NLP and sentiment analysis 2️⃣ Mood & Emotion Tracking Daily mood check-ins (happy, neutral, stressed, anxious, sad) Emotion detection from user text using sentiment analysis Visual mood trends over time (weekly/monthly insights) 3️⃣ Stress & Anxiety Detection AI detects early warning signs such as: Negative thought patterns Sudden mood changes Prolonged stress indicators Generates personalized coping suggestions 4️⃣ Personalized Coping Strategies Guided breathing exercises Short mindfulness sessions Positive affirmations Journaling prompts Sleep & focus tips 5️⃣ Crisis Awareness & Support Detects high-risk messages (self-harm, extreme distress) Immediately provides: Emergency helpline numbers Encouragement to contact trusted people Safety-first AI behavior (ethical AI usage) 6️⃣ Privacy & Data Security No public sharing of personal data End-to-end encrypted user chats Optional anonymous usage. 	N
																								
32	113	HgnLlcVV4ubGvnqzRplO5qxU2pl2	https://lh3.googleusercontent.com/a/ACg8ocKiM5iG3m2K4oFjkXaBZiFKBU1-4HlQbpRX9j5auCrld9Wj1FLE=s96-c	Team Retro 	Varshith	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Sai	1	1	0	Gayatri Vidya Parishad College for Degree and PG Courses 	{"stringValue":""}	0	alonewalker07827@gmail.com	1				N
		NfpzjcmxNrQ6bd8I2A3D2u1rIqt2	https://lh3.googleusercontent.com/a/ACg8ocLhXHEBRsGOE6XRO-D7G9PNy58xFNN4QPTp-PzTgoVzEPVCYZeX=s96-c	Team Retro 	siva sai	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	tarun	1	1	0	{"stringValue":""}	{"stringValue":""}	0	tarunsivasai03@gmail.com	1				N
		s4c1tNztTGfvCoMO7PHUxugqpME2	https://lh3.googleusercontent.com/a/ACg8ocJNbK02GaBxOteQ9DJZxCRx9PuJ5ISq_dfDDVI3imfrpkMM7is=s96-c	Team Retro 	Gunnu	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Ravindra Babu	1	1	0	Gayatri Vidya Parishad College for Degree and Pg Courses (A)	{"stringValue":""}	0	gunnuravindra04@gmail.com	1				N
		sTRwlUGZtcNdR1liDubX5F3xpZT2	https://lh3.googleusercontent.com/a/ACg8ocJ2oNEcnFGbTFweVKTcDZP5YIBzUq_FZzhjvUIFntR22KNMfZWm=s96-c	Team Retro 	Pati	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Chaitanya	1	1	0	Gayatri Vidya Parishad College of Degree and PG Courses 	{"stringValue":""}	1	patibhanuchaitanya@gmail.com	1	{"stringValue":""}	 There are many diseases that are not diagnosed until after symptom onset, and many diseases were diagnosed many years after their inception; however, as a result of complex datasets containing enormous amounts of data, including biomarkers, diagnosis of rare diseases, and distress to the patient (specifically those who cannot communicate their needs due to injury or critically ill status), they will frequently go undetected.	The healthcare system is generating vast amounts of medical-related information every day. Examples of generated data include the patient's vital sign level monitoring and interpretation (i.e., ECGs, EEGs, etc.), their movement patterns (e.g., gait analysis), the patient's facial expression (facial cues), clinician-supplied clinical notes from doctors, and the patient's long-term health record (i.e., the patient history database).  Currently, no system exists to scan the clinical record to identify emerging medical issues. Most diseases will present with very minimal biological change in the first stage of development, meaning they cannot be identified by a normal physician's examination alone. This is particularly true of rare diseases that can mimic the signs and symptoms of a common disease. Patients suffering from such misdiagnoses will have prolonged suffering due to repeated misdiagnoses and mismanagement of their health condition. This issue is compounded where the patient has no ability to verbally communicate their pain or distress, such as a patient located in an ICU, infant, elderly patient or a patient experiencing neurological impairment. Physicians will often need to rely on detecting delayed or incomplete signs of pain or distress after the patient's medical symptoms have worsened, or complications of illness and/or injury have materialized.  There is currently no existing system available to continuously build on a comprehensive long-term patient data set to find hidden signatures of potential diseases and correlate obscure combinations of signs and/or symptoms.	N
		yWmTkSDdgwMJ7mNGqNwmm68C8a73	https://lh3.googleusercontent.com/a/ACg8ocIK_2X-nlzIHsdq-IG49UvosZ7N3Vk2dV1_tlmjWwcRiO3VgqBb=s96-c	Team Retro 	Manohar 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Sripati Sri Krishna 	1	1	0	Gayatri Vidya parishad college for degree and pg courses(A)	{"stringValue":""}	0	manoharsripati6@gmail.com	1				N
																								
33	113	OYNEmeDeTzb0WkU47lj0aqTl3Cb2	https://lh3.googleusercontent.com/a/ACg8ocLmyQnXezjpjOukc_bp-mZUvbTp2khdF_qlBZByI2GcxUxCw0E_=s96-c	THE SAGES	R.	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	DEENESH	1	1	0	Lendi institute of technology 	{"stringValue":""}	0	bhagyalakshmirittapalli@gmail.com	1				N
		S2umecK1WKX9duPlIwml7EgPTl32	https://lh3.googleusercontent.com/a/ACg8ocKq4TxuJOUc2zenx27xtTUtx-qlidxbmWZVAnO6CI5cJtzgQw=s96-c	THE SAGES	Shaik	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Rihan	1	1	0	Lendi institute of technology	{"stringValue":""}	0	shaikrihan020@gmail.com	1				N
		nU19uex6KxcjhDdfdWFqR67qTCB3	https://lh3.googleusercontent.com/a/ACg8ocJ_LIZSdMKCPEcsax8VI1OpiagoREUOPoe5cKClbhxNwiCibQ=s96-c	THE SAGES	pavan	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	tangeti	1	1	0	Lendi Institute of technology	{"stringValue":""}	0	tangetipavan17@gmail.com	1				N
		uSgp7IUr1gc47G76FeOcaicgWNf2	https://lh3.googleusercontent.com/a/ACg8ocIJZacy1LCXkPt1sWkf92GafDgSZIgvUYm4SMZRSIbUDRXAaCS4=s96-c	THE SAGES	shaik	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	nihan	1	1	0	Lendi institute of technology	{"stringValue":""}	1	shaiknihan20@gmail.com	1	🧩 Technology Stack 🌐 Frontend (Client Side) HTML5 – Structure of web pages CSS3 – Styling and layout JavaScript (ES6) – Interactivity and dynamic behavior React.js – Component-based UI for blogs, polls, comments, and chatbot Tailwind CSS / Bootstrap – Responsive and clean design ⚙️ Backend (Server Side) Node.js – Server runtime environment Express.js – Backend framework for RESTful APIs JWT (JSON Web Tokens) – User authentication and security 🗄️ Database MongoDB – Stores blogs, poll data, feedback, suggestions, and comments MongoDB Atlas – Cloud-based database hosting 🤖 AI Chatbot OpenAI API (GPT-based model) – Natural language conversation Express API Integration – Connects frontend chatbot UI with AI service ☁️ Hosting & Deployment Vercel / Netlify – Frontend hosting Render / Railway – Backend hosting MongoDB Atlas – Database hosting 🛠️ Development Tools VS Code – Code editor Git & GitHub – Version control Postman – API testing	Existing blog websites lack user engagement and interaction features such as polls, feedback, suggestions, and comments. This makes it difficult to understand user needs and improve content quality. Hence, an interactive blog platform integrated with polls, feedback, comments, and an AI chatbot is required to enhance user participation and decision-making.	So The proposed solution is an interactive blog platform that integrates blogs, polls, feedback, suggestions, comments, and an AI chatbot. It enables active user participation, real-time interaction, and continuous improvement through user-driven insights.	N
																								
34	113	SmPFdSFEEKfmxR1ZbEpB87M9iEi1	https://lh3.googleusercontent.com/a/ACg8ocKR7MS2RMDpjPVZDoJ9Vg33kUiaVIpyNUhE2LHKpN8CHRl_Cw=s96-c	KaBOOM	Somala	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Goutham	1	1	0	{"stringValue":""}	{"stringValue":""}	0	gouthamsomala7@gmail.com	1				N
		ccfULSx3wSN1jyxeieNZJNAa96g2	https://lh3.googleusercontent.com/a/ACg8ocJi0A5hip94KVh15_3IjzF23mfP3x_1WN60keaatW4gXSXynQ=s96-c	KaBOOM	Sai Varun	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Ravuri	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ravurisaivarun64@gmail.com	1				N
		faICKQ7PiTQO9xnjEbaYIizY16g1	https://lh3.googleusercontent.com/a/ACg8ocJo0tZQtBjFnm-vSqOQke6CamqWgojw3oryFfEqS79rPg79FTwt=s96-c	KaBOOM	Satyavardhan	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Satyavardhan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	satyavardhangudla2006@gmail.com	1				N
		ffRA7tIanIOxeJUwtejrTBDW43o1	https://lh3.googleusercontent.com/a/ACg8ocIJOKf2MphX54MVK_qGxgPbulJjiFKdq-N4tzTfNqRfZEIms-JV=s96-c	KaBOOM	Pasagadugula	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Yagneswar	1	1	0	{"stringValue":""}	{"stringValue":""}	0	yagneshwar2005@gmail.com	1				N
		vMX9Gd8btQf2zA7p2HV775fawRx2	https://lh3.googleusercontent.com/a/ACg8ocKOjCVJf32pa-WRxhFN0e1Ersx0Vh_Bqodj5Bn4r9JAgZoQC7aF=s96-c	KaBOOM	Vasa	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Prateek	1	1	0	{"stringValue":""}	{"stringValue":""}	1	prateekvsk17@gmail.com	1	React/Next.js, Tailwind CSS, Node.js/Express, MongoDB/PostgreSQL, Python (Flask) for analytics, deployed on Vercel & Render/MongoDB Atlas.	Organizations face rapidly evolving cyber attacks but lack real-time visibility to understand global threat activity and assess how potential attacks could impact their systems, leading to weak preparedness and increased security risk.	DarkTrace Lite is a web-based cyber intelligence platform that visualizes real-time global cyber threats, simulates attack scenarios, analyzes impact, and provides actionable risk insights and defense recommendations to help organizations stay proactive and secure.	N
																								
35	113	4gulAL0tY2OfJbYQMD3bAPXNWl03	https://lh3.googleusercontent.com/a/ACg8ocKc1cyEY-_b3PvnawGe09rpcw9i_yqBMG3y_RnBb-mtRBz3jTk=s96-c	SPIRIT	Tatineni	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vamsikrishna	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vtatinen@student.gitam.edu	1				N
		cInO47RKuBWXC3VGsX2LJhCmVJF3	https://lh3.googleusercontent.com/a/ACg8ocJ_vbd4xIP8e8GorVUGfL5p9b_fELCe2zYEWYFCD1Rktguskg=s96-c	SPIRIT	Doddapaneni 	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Siri Poojitha 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	sdoddapa@student.gitam.edu	0				N
		ktkgBrukfvMnjfHVLFFD3xcCQqY2	https://lh3.googleusercontent.com/a/ACg8ocK7fEt-a6vuRGvH4iuUrmLN3oGxhdeErXpsKCjiT-XJ6Sedgw=s96-c	SPIRIT	Agastya 2024028387	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	yedida	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ayedida@student.gitam.edu	1				N
		psoblng120SA9d3pbPvMmWFvLAU2	https://lh3.googleusercontent.com/a/ACg8ocKIpnXeXzBXSH6IrPBk1sxk4AE-VANsR4aPROLvlnFzaaf-pw=s96-c	SPIRIT	RUSHVIKA 2024059805	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	DANDI	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rdandi@student.gitam.edu	0				N
		vVM6yfuvIoYncJrKlWrFNlS1m733	https://lh3.googleusercontent.com/a/ACg8ocKMZHl_MxjX6J9s1sj0qcjlT47Dib5_-zOYrsV_-TcuRDnePg=s96-c	SPIRIT	Kosuru	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Bhanu Teja Kalyan	1	1	0	{"stringValue":""}	{"stringValue":""}	1	kalyankbt23@gmail.com	1	{"stringValue":""}	AI conversations are limited by session caps and usage limits, especially on free tiers, often cutting users off mid-work and causing loss of context. Switching between AI models makes this worse, as each model operates in isolation with no shared memory. There is no reliable way to compress and transfer an entire conversation—while preserving reasoning and progress—into another AI within prompt limits. This breaks continuity and reduces AI’s effectiveness as a long-term thinking partner.	AI Context Compressor: Seamless cross-AI continuity tool. Paste any chat history; intelligently extracts goals, decisions, code, preferences, and unresolved issues. Delivers structured, high-fidelity compressed prompt (80%+ reduction) tailored for target models (Claude, GPT, Gemini). Enables instant, flawless project resumption—zero context loss.	N
																								
36	113	KSRSNO7PJbWK33uVGF3BhiLrmm82	https://lh3.googleusercontent.com/a/ACg8ocK8dIDKhNN0LduRMYpgqedizrdC8HlHXfroebDf8dgBm0Uoymnx=s96-c	Tech chasing	Thawsif	{"stringValue":""}	{"stringValue":""}	He/Him	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Thawsif	1	1	0	{"stringValue":""}	{"stringValue":""}	0	thawsif143@gmail.com	1				N
		ctCRQlOnFaf3GW84MlF2vFO6L8g1	https://lh3.googleusercontent.com/a/ACg8ocKFXzIKUK9oebAodsQCyq-lOltH7eB0u0ZO4nTT5N51gJRz2Q=s96-c	Tech chasing	Sai Satya Chakradhar Sudha	{"stringValue":""}	{"stringValue":""}	They/Them	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sri	1	1	0	{"stringValue":""}	{"stringValue":""}	0	ssudha1@student.gitam.edu	1				N
		fneAnlaHYwd1f1a60IXfNmOUDip1	https://lh3.googleusercontent.com/a/ACg8ocK3As24O5jdrCZx7Davu7vFZpZqRPB1PmOI74VFAPM_qUH7vg=s96-c	Tech chasing	Sastry	{"stringValue":""}	{"stringValue":""}	They/Them	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	P.Ajay Bharadwaj 	1	1	0	{"stringValue":""}	{"stringValue":""}	0	apanchag@student.gitam.edu	1				N
		upjv16tAl5WQHOCHfm20KmqiRaL2	https://lh3.googleusercontent.com/a/ACg8ocKjEChxoaS8-up3EpZHYlQBITq2g7GhTzsxtxUc6_qRFrJJoA=s96-c	Tech chasing	Gowthami	{"stringValue":""}	{"stringValue":""}	She/Her	Vignan's Institute of Information Technology	captured	{"stringValue":""}	Gowthami	1	1	0	{"stringValue":""}	{"stringValue":""}	0	g80421320@gmail.com	1				N
		vwiOgN6K6fbnpSSYEqVBEdSRZo43	https://lh3.googleusercontent.com/a/ACg8ocI2MFXcTUFeE9IipEv_kWA94JTvuELCw37aIqwdf39Qn1umEg=s96-c	Tech chasing	SURYA AKHIL	{"stringValue":""}	{"stringValue":""}	They/Them	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	M.	1	1	0	{"stringValue":""}	{"stringValue":""}	1	smirthip@student.gitam.edu	1	{"stringValue":""}	Smart  Parking Management System Finding a parking spot wastes time and creates traffic. How can we let people see which spaces are free right now and guide them there?	{"stringValue":""}	N
																								
37	118	1Mao59mPycMECF11QmHWw6ncgMa2	https://lh3.googleusercontent.com/a/ACg8ocKdTDdp32z_vilj2KRmTtSDXvFRqkUSRjqjajEHd8ZSmr0C7FY=s96-c	Codex	ram	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Soddala Harshavardhan 	1	1	0	Godavari global University 	{"stringValue":""}	0	sharshavardhanram518@gmail.com	1				N
		8zww7ULZF3NMOVfp0FIcWaiJ2sz2	https://lh3.googleusercontent.com/a/ACg8ocKQ9fMdlOg-Yf15kTNt2ojB36c1XaaYQPcs9Ca2Xr7YpPwu6w=s96-c	Codex	Saiteja	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Vudathu	1	1	0	Godavari global University 	{"stringValue":""}	0	saitejavudathu@gmail.com	0				N
		BizwwIHOOsaRP6Xpmk6rj5e3cU42	https://lh3.googleusercontent.com/a/ACg8ocIbf6Az4J0S3eglOk00_S0oQV88uJZz8ILRWmhe9Q-5pCHWTc4=s96-c	Codex	Valluru	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Dinesh	1	1	0	Godavari global University 	{"stringValue":""}	0	vallurudineshnayadu@gmail.com	1				N
		sjXSvTbGwkdaAwTVMv6EiUDSeqK2	https://lh3.googleusercontent.com/a/ACg8ocJIT5wMOfxmCqyFK3xKe0QkFJt2OrwHylbsIru0Jri9WTPjOGNN=s96-c	Codex	Bommaraju	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Krishna	1	1	0	Godavari Global University 	{"stringValue":""}	0	krishnabommaraju05@gmail.com	1				N
		wXAkQ1yWrJTLuqBt3QXwjgIOhuV2	https://lh3.googleusercontent.com/a/ACg8ocKTJ4eWd4w8eOkzSMpzrkoaSe0iv0z-jF0g7X-7BeClay8blA=s96-c	Codex	Sunkara	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Leela	1	1	1	Godavari Global University	{"stringValue":""}	1	sunkaraleela43@gmail.com	1	AI/ML: For sentiment analysis and mood tracking suggestions Mobile App: To provide a user-friendly platform for self-care and consultations Natural Language Processing: To analyze users’ text and detect mental health trends Backend: Flask/Django for Python, or Node.js Frontend: React Native (cross-platform mobile app) Database: Firebase or MongoDB	Mental health issues are often under-addressed, especially among teenagers and young adults. A platform providing real-time, anonymous support can make a difference.	Develop an app that provides mental health resources, offers a safe space for users to track their moods, and uses AI to suggest helpful articles or connect users with mental health professionals for anonymous consultations	N
																								
38	118	2bS8zNddF1acZAnheC5ztLo1PdS2	https://lh3.googleusercontent.com/a/ACg8ocLZVxviACehjHivwCaOZxOjj-4PoSywsbi718rWra6N_CP2Xg=s96-c	Mouryas	bhanu prakash 2024075421	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Sivala	1	1	0	{"stringValue":""}	{"stringValue":""}	0	bsivala@student.gitam.edu	1				N
		LM20DsLxjeZXGmHJJ60JZFPzppz2	https://lh3.googleusercontent.com/a/ACg8ocKM856LGd_Wq9SY_QocU92Q1_b7JuEDIkVeT9dQzi__gKVQKg=s96-c	Mouryas	raj	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Aman	1	1	0	{"stringValue":""}	{"stringValue":""}	0	amanraj310305@gmail.com	1				N
		wtdx90J9wsSNJ9Z7M1RZW65UA353	https://lh3.googleusercontent.com/a/ACg8ocJVSb8bNksbXFnSBSXL3VJhen9Uj6WlAQwQHHIjzKun_C24JQ=s96-c	Mouryas	Tiwari	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Aditya	1	1	0	{"stringValue":""}	{"stringValue":""}	0	atiwari4@gitam.in	1				N
		xioqjwylDlM0bQhQaNQn3afdAIc2	https://lh3.googleusercontent.com/a/ACg8ocJ5Jnh9VAOS9asyqPvKXDsj4qIVenG3iHRkMfd_4C2moKD1vw=s96-c	Mouryas	Swamy	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	pithani	1	1	0	{"stringValue":""}	{"stringValue":""}	1	spithani2@student.gitam.edu	1	{"stringValue":""}	Farmers often face difficulties in selecting suitable crops due to lack of accurate information about soil nutrients, soil health, and local climatic conditions. Many small and marginal farmers do not have access to soil testing facilities and rely on traditional knowledge, which may not always result in optimal crop yield. Additionally, farmers frequently encounter crop diseases and pests but lack timely expert guidance to identify these problems and apply appropriate treatments. Another major challenge is the communication gap between farmers and agricultural experts, especially for farmers who are not literate or are comfortable only in their local language. Existing agricultural platforms are mostly text-based, limited in regional language support, and do not provide real-time, personalized assistance. Therefore, there is a need for an intelligent, user-friendly system that can recommend suitable crops based on soil nutrients and district-wise environmental data, assist farmers in identifying crop diseases using images, and provide solutions through a conversational interface in local languages using both text and voice.	Proposed Solution This project aims to develop an AI-based Crop Recommendation and Farmer Assistance System that: Recommends suitable crops based on soil nutrient content or district-wise data for farmers who are unaware of their soil composition. Predicts possible crop diseases from uploaded crop images and suggests appropriate preventive and corrective measures. Provides a multilingual AI chatbot that answers farmer queries in local languages using both text and audio. Helps farmers make informed decisions, reduce crop loss, and improve agricultural productivity.	N
																								
39	118	J0tponmNtuQHWI0PgiMuD0SkBuw1	https://lh3.googleusercontent.com/a/ACg8ocJUsYyQZl98ac_lA10pZwwAcKI2vgf2fyNSvMt6SMMfcvo6gQ=s96-c	Team Spirit	Sai Jasmita Sri 2024036550	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Puppala	1	1	0	{"stringValue":""}	{"stringValue":""}	0	spuppala2@student.gitam.edu	1				N
		Xm3DmuCGGRPpso99gRQ0E69HTdU2	https://lh3.googleusercontent.com/a/ACg8ocKhXyJ1dDwBaRpSSFKBfkuv8-_dU9gY6-nwKRD2MUXgCQgPLg=s96-c	Team Spirit	Anand Naidu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Harshith	1	1	0	{"stringValue":""}	{"stringValue":""}	0	hbandi@student.gitam.edu	1	{"stringValue":""}	Content creators and entrepreneurs struggle to grow their social media presence because they face three practical barriers: (1) limited time—they're juggling business operations, client work, and education alongside content creation; (2) lack of expertise—they don't know how to develop a content strategy or optimize for different platforms; and (3) tight budgets—they can't afford professional tools, designers, or marketing support. Without these resources, consistent, high-quality content becomes impossible. As a result, growth stalls unless creators have unlimited time or money to invest. This forces many to accept slow growth or give up entirely.	Creator Toolkit(CTK AI)  is an AI-powered platform that gives entrepreneurs and content creators instant access to professional marketing expertise without paying for expensive agencies. It combines five core features: real-time strategy conversations tailored to your business, AI-powered content creation for social media, data insights showing what content performs best, smart scheduling recommendations for optimal posting times, and audience targeting advice across Instagram, TikTok, LinkedIn, and other platforms.  Beyond just scheduling, Creator Toolkit acts as a smart mentor by combining content planning, trend discovery, caption optimization, and collaboration matching into one simple interface. It solves three critical problems: creators stay consistent through intelligent planning, they understand why content works or fails through clear performance feedback. By combining strategic guidance with operational efficiency, Creator Toolkit helps early-stage creators grow sustainably and compete effectively without needing a full marketing team or feeling overwhelmed	N
		aKjV748UbpggsCi3vxmv3ZCVHqr1	https://lh3.googleusercontent.com/a/ACg8ocKSxYAbp3ZswmrCpom55thpoQCeA80EnNsJoUnx_y8Vtu6ELA=s96-c	Team Spirit	SAI BANDARU	{"stringValue":""}	{"stringValue":""}	He/Him	Andhra University College of Engineering	captured	{"stringValue":""}	JASWANTH	1	1	0	{"stringValue":""}	{"stringValue":""}	0	jaswanthbusiness152@gmail.com	1				N
		xqKvsE4UslQFgFZeWokN8ZKmPmG3	https://lh3.googleusercontent.com/a/ACg8ocJ9-6pgokpnffg_Sf05aV_sxaUeo2bGbHYYqyIfBS8z0eQbGw=s96-c	Team Spirit	Gantala	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Ramtej	1	1	0	{"stringValue":""}	{"stringValue":""}	1	rgantala@student.gitam.edu	1	{"stringValue":""}	Content creators and entrepreneurs struggle to grow their social media presence because they face three practical barriers: (1) limited time-they're juggling business operations, client work, and education alongside content creation; (2) lack of expertise they don't know how to develop a content strategy or optimize for different platforms; and (3) tight budgets-they can't afford professional tools, designers, or marketing support. Without these resources, consistent, high-quality content becomes impossible. As a result, growth stalls unless creators have unlimited time or money to invest. This forces many to accept slow growth or give up entirely.	Creator Toolkit(CK Al) is an Al-powered platform that gives entrepreneurs and content creators instant access to professional marketing expertise without paying for expensive agencies. It combines five core features: real-time strategy conversations tailored to your business, Al-powered content creation for social media, data insights showing what content performs best, smart scheduling recommendations for optimal posting times, and audience targeting advice across Instagram, TikTok, Linkedin, and other platforms. Beyond just scheduling, Creator Toolkit acts as a smart mentor by combining content planning, trend discovery, caption optimization, and collaboration matching into one simple interface. It solves three critical problems: creators stay consistent through intelligent planning, they understand why content works or fails through clear performance feedback. By combining strategic guidance with operational efficiency, Creator Toolkit helps early-stage creators grow sustainably and compete effectively without needing a full marketing team or feeling overwhelmed	N
																								
40	118	03OOIAvnVnfxZdb3ZRFmYtcodyt2	https://lh3.googleusercontent.com/a/ACg8ocLv9YcFn-6ODqMhfC1B5sdMz7tbLTUQaLTBHMK3lDv9b0CkEQ=s96-c	Airdevs	Subbaraju Danthuluri	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Viswanadha	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rishidanthuluri@gmail.com	0				N
		95B87tArcnNPv7HV74xqInMhqe52	https://lh3.googleusercontent.com/a/ACg8ocIFzQ_wbc3JwW7qNGLwGbilugIwYYntiWwFtNEddwg-cIndvA=s96-c	Airdevs	Gopathrudu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Ruttala	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rgopathr@student.gitam.edu	1				N
		BxqnbzY7zuMHm072l8lP2kJsW1J2	https://lh3.googleusercontent.com/a/ACg8ocIgeTKUlhJgYINWUwPRlN9SBmcdSEPy_ecPhXt8T8J8VvvGvRs=s96-c	Airdevs	Pusarla	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vishnu vardhan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vishnuvardhanpusarla2@gmail.com	1				N
		FUfNI4XhF6X6BV2fMtEOQwsagcS2	https://lh3.googleusercontent.com/a/ACg8ocLWELmiLI_r6_146eNAYQwMG-f1wNDWnNY3-MpawTf8E1ClOQ=s96-c	Airdevs	KRISHNAA VINJAMURI	{"stringValue":""}	{"stringValue":""}	She/Her	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	SVINI	1	1	1	{"stringValue":""}	{"stringValue":""}	0	svinikrishnaavinjamuri@gmail.com	1				N
		zCyGEmtv6OYL3IxwAMnE6COPZpJ2	https://lh3.googleusercontent.com/a/ACg8ocLuQccxtPTVfPk0FFf2xQdPslH5FByHmuQ1VOzbWSJs4BVcPCVN=s96-c	Airdevs	Narayana	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Trishul	1	1	0	{"stringValue":""}	{"stringValue":""}	1	trishulnarayana14@gmail.com	1	{"stringValue":""}	Public company stock data and quarterly performance reports are presented in complex financial language, limiting accessibility for individuals without financial expertise. This reduces their ability to understand company performance and make informed investment decisions.	{"stringValue":""}	N
																								
41	118	1F6BpyktxGhEkSMLAbVdivyirTR2	https://lh3.googleusercontent.com/a/ACg8ocIlhnhPR9ZqrMxmg41JYeU-63h0Dmvn7DEll2a3SvCwRMXArg=s96-c	AgentX	Nellipudi	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Chandralakshmi 	1	1	1	Godavari Global University 	{"stringValue":""}	0	chandrikanellipudi67@gmail.com	1				N
		RANfO19zBCczfkDcLw3Bv9Sp2Gp2	https://lh3.googleusercontent.com/a/ACg8ocIMbUGZIdlS2K5_JgWsk1hdGT9AXHSpommIMikSIBypymYr1A=s96-c	AgentX	Mallipurapu 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Sivamanikanta 	1	1	0	Godavari Global University 	{"stringValue":""}	0	sivamanikanta@ggu.edu.in	1				N
		oLDMmXglf2hJF1vDlvkhF7uYuVF3	https://lh3.googleusercontent.com/a/ACg8ocJNoj9wTtLN0pZBrsZ4lmkqsMqpzuGUHsmfPFyLE58BO2A5Ow=s96-c	AgentX	Korada	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Girish	1	1	0	Godavari Global University	{"stringValue":""}	0	girishkorada281@gmail.com	1				N
		q2JHaI71HTRkAtGaaqkIeJI1L2o2	https://lh3.googleusercontent.com/a/ACg8ocLYkTSS1Rat8PgcIF1c3Nck7GmvmCyNDHAXzXloW6_fr5dSkQ=s96-c	AgentX	gafur anaruddin	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Shaik	1	1	0	godavari global university 	{"stringValue":""}	0	shaikgafuranaruddin@gmail.com	1				N
		zRP8vcM65BTUazyzgbLzRxYgkGY2	https://lh3.googleusercontent.com/a/ACg8ocJ1kzoxA5q4BvigM4xooMHCO_og3QvNJnu9BX7eqxJVzOJEvxM=s96-c	AgentX	satya sri Sirangula	{"stringValue":""}	{"stringValue":""}	She/Her	Other	captured	{"stringValue":""}	Lakshmi	1	1	1	Godavari Global University 	{"stringValue":""}	1	lakshmisatyasris@gmail.com	1	Natural Language Processing (NLP) for intent and context understanding Agentic AI Decision Engine for autonomous planning and action execution Analytics Engine for trend analysis and anomaly detection Custom Backend Services for delivery, revenue, and product data Notification Module for real-time alerts and proactive communication Modular, API-based Architecture for scalability and easy integration	Modern businesses struggle to scale customer support and operational management due to heavy reliance on manual handling, rule-based chatbots, and static dashboards. These systems lack real-time intelligence and cannot autonomously act on customer queries, delivery updates, revenue trends, or product performance. As a result, businesses face delayed responses, poor visibility, slow issue detection, and increased operational overhead. There is a critical need for an autonomous system that can intelligently understand, decide, and act without human intervention.	We developed a True Agentic AI System that functions as an autonomous business operator. The system uses NLP to understand customer intent, a decision engine to determine optimal actions, and an analytics layer to monitor deliveries, revenue, and product trends. The AI independently responds to customers, tracks deliveries, detects anomalies, and triggers alerts or outreach in real time—without requiring human prompts. This unified intelligence layer transforms reactive automation into proactive, autonomous operations.	N
																								
42	118	WvZoeL5ZZnVXDbJcSKHSCIEO1qu1	https://lh3.googleusercontent.com/a/ACg8ocIT4hIjpeJvJFV5UNy4mu_a1z6QPcJ9qQc-oHMEe1Dk-LY6gQ=s96-c	CIPHER	Mohasin	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Mohammed	1	1	0	Gayatri Vidya Parishad College for Degree and PG Courses	{"stringValue":""}	0	mohasin22756@gmail.com	1				N
		gqHPBFsNBQYCooq7GE5JGuWRCsO2	https://lh3.googleusercontent.com/a/ACg8ocI_lUVEcKYJ6-ffTQGKfKX9cKv615lqWmfY6MUlchuGLSzZTt_5=s96-c	CIPHER	 Vijhval 	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Mangipudi Mihir	1	1	0	Gayatri Vidya Parishad College for Degree and PG Courses 	{"stringValue":""}	1	mihirmangipudi@gmail.com	1	Python, cryptography, pqcrypto, click/typer, Docker.	Quantum-Resistant Secure Digital Records for Low-Connectivity Rural Systems.	As governments, institutions, and organizations increasingly digitize critical records such as identity, land ownership, health data, education certificates, and financial information, security and long-term trust become central challenges—especially in environments with limited connectivity and evolving cyber threats.   We propose a Quantum-Resistant Secure Record Vault, a lightweight backend framework designed to protect sensitive digital records against present-day threats and future quantum attacks. The system uses post-quantum cryptography and an offline-first design, making it suitable for authorized, role-based deployment within government and institutional systems, while remaining scalable across departments and regions and cost-efficient to maintain.  	N
		hLIJ7TG7EPQeMYA4erDFVPxgAF93	https://lh3.googleusercontent.com/a/ACg8ocJCgn-oFr7TDOMlzuajxSb3tjwwXtjJwnItKOTznUAGPC88Tw=s96-c	CIPHER	PAPPU	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	SURYACHAND 	1	1	0	Gayatri Vidya parishad college for degree and pg Courses	{"stringValue":""}	0	5241411103@gvpcdpgc.edu.in	1				N
		m7GkjKNKNKh070P22gZ9ogXA9ks1	https://lh3.googleusercontent.com/a/ACg8ocLcR_hso6fvsGyw2Ki-_62qBijWdZ1JmC6J5yQvnaIsYEo4nCk=s96-c	CIPHER	Maradana	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Hasish	1	1	0	Gayatri Vidya parishad college for degree and pg Courses 	{"stringValue":""}	0	hasish042007@gmail.com	1				N
		mpZiegWp2uQEpY3E5rggaCvJv5d2	https://lh3.googleusercontent.com/a/ACg8ocJ7M0iqDRG8sE7LUt8AkZZsadzEXh3vZipdFPrThcOJ95-m5w=s96-c	CIPHER	Reddy	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Sasidhar	1	1	0	Gayatri Vidya parishad college for degree and PG courses 	{"stringValue":""}	0	sasidharoct11@gmail.com	1				N
																								
43	118	RbInGkyhw1QLGxFofL538zVsIWA2	https://lh3.googleusercontent.com/a-/ALV-UjX4dONkdV43BIeJ-dKkxym6qaOhm-tNanWH8xQ3DeTAFgfTDHCLoVhvUeJs59yJJNYtbl8cWVriVVuNGXO_3hCNIbUUY6uadYdeGM3h2IaAz370r3pX4gUcNBYbCpYwi2vlCTtgWbesz2ugsqGzkECuUZRhwyZpVNgcXKEvGDnAP22YkgbjglBwY-srXBkPF0QJS5J43SzTvBVdaK1T81_S9AOfLVtu8YX0h8C4howrevEThwui0VU_JmIUR_ZcVGrGgXwBvlinkOZPYK5BFIDWEe8h3l3UxO3FvUNV-JhwArrP103k9FVIsj1up8B2L2oxZjOFGjIZ1VQAQk21DupCmylu8HbyHSmzwCxmOaRlrVRaeGVkQU6HoJN-ZcdYXTHL5ZzEFvuaImtUWnTOydYhdcyReTHQTF40JcObJIDIZYGO_fYmdiEutxSoRZElbL3A3OCCy01hKJ3BgfcRQceend-p_tl8QhvX6KF840Fp6p_mheU6b7OQ4pJDQFh4Nl_zP8zVDe5MV34OnBc12VsOyGdUcEhlzFLuIMn1XWvw5UtQmvzTM_3OY5UJ2TvEmhUW8hImjuRm4ao54NkCT8w2XI5NSg4IWi_Kh4n7UWamt3Oc2uBcAWtQiIAmaKvPqInsRii_Ft7y7VGbPkzXms2T4Lw-j9vsRtw0C-KhWZw3pH53l8CsNtV7ANOCH87EbHIDljIkkzqBR1vhHWKKm3EVRzjbx0rEJ7KT2u3dA3D_AI0FK40qvUK_cfrKkYSVnkdhD5bhte8tUzE8Wmyx9bog-T5-HT3AAAsaaJNnB2OK89uSALW9cO3BzSPcTPQS3DpcBe_LnzsfAPQyIL2w3fZgft72H0JA1J1_HPofut-OIYnBXmyo8TRn2j6NwCCr-PUspgXTHePlXlxb4REVwrD6cG5cdMUeE-xJr2l7mwEH6U9VMJxdOb38V3RoH8ZO83_dU-5LzDFxid6Zn7-iAPrrDl9oCs4iBAQhnuPZHqD8qVQSev-LcUKkMUU-6YQd4OGsrtnY3IJPru8DnrG2jy0j3hRCQlnf0eohQNOFMthoC-bKYkBxdWVY=s96-c	Team spirit	Chikkala	{"stringValue":""}	{"stringValue":""}	He/Him	Other	captured	{"stringValue":""}	Siddardha	1	1	0	Gayatri vidya parshid college for degree and pg courses	{"stringValue":""}	1	venkatsiddardha@gmail.com	1	Frontend  HTML5 – Used to design the basic structure of the web pages  CSS3 – Used for styling and creating a responsive user interface  JavaScript – Used to add interactivity and dynamic behavior to the website  React.js (optional) – Used for component-based UI development and better performance  Backend  Node.js – Used as the server-side runtime environment to handle client requests  Express.js – Used to build RESTful APIs and manage backend logic (Alternatively, Python with Flask can be used)  Database  MongoDB – Used to store user information, service provider details, assistance requests, and feedback (Alternatively, Firebase can be used for real-time data handling)  APIs & Services  Geolocation API – Used to detect the user’s current location  Google Maps API – Used for map visualization, distance calculation, and route estimation  Notification API (SMS/Email) – Used to send real-time updates and alerts to users  Development & Testing Tools  Git & GitHub – Used for version control and team collaboration  Postman – Used for testing and validating APIs  Visual Studio Code – Used as the development environment	Problem Statement: On-Road Assistance Web Platform  Vehicle breakdowns such as tyre punctures, engine failures, fuel shortages, and battery issues often occur unexpectedly and in unfamiliar or unsafe locations. During such situations, drivers struggle to quickly find reliable, nearby assistance, leading to long waiting times, safety risks, and stress. Existing solutions are either fragmented, limited to premium users, require prior app installation, or do not provide real-time availability of service providers. There is a lack of a simple, universal, and fast web-based platform that can instantly connect users facing on-road emergencies with nearby verified mechanics or service providers. This gap highlights the need for an accessible digital solution that ensures timely assistance, location awareness, and reliability during critical on-road situations.	The proposed system is a web-based On-Road Assistance Platform designed to provide quick and reliable roadside support to users facing vehicle breakdowns. The platform eliminates the need for prior mobile application installation and ensures accessibility through any internet-enabled device.  When a user encounters an on-road emergency such as a tyre puncture, engine failure, fuel shortage, or battery issue, the user can access the website and submit an assistance request. The system automatically captures the user’s geographical location using location services and allows the user to specify the type of problem encountered.  Based on the collected information, the system processes the request and identifies the most suitable nearby service provider by analyzing factors such as distance, availability, and service capability. The selected service provider receives the request and can accept or decline it. Upon acceptance, the user is notified with the estimated arrival time and live status updates.  The platform also includes a verification and rating mechanism to ensure service reliability and user safety. All service interactions are logged for monitoring and future improvement. This solution provides a fast, transparent, and reliable digital approach to roadside assistance, reducing response time, enhancing safety, and improving the overall user experience during critical situations.	N
		bYxuhKyDNuh2h4eDcrerkds1rO83	https://lh3.googleusercontent.com/a/ACg8ocJnnssFjHffr_CY_qWx0vz4hOCmJbvYpn9qsEiD0_OgadhRig=s96-c	Team spirit	Dadi	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Darshan	1	1	0	{"stringValue":""}	{"stringValue":""}	0	titan.darshan@gmail.com	1				N
		d1dkIiy62SMmx9D5jA8kcf7Wrop1	https://lh3.googleusercontent.com/a/ACg8ocJLnL9NZQeBhzUSd9WLlNHAESOLXiRipP441xKL9IIE2-CLMuZeig=s96-c	Team spirit	Varghese	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Rejoy	1	1	0	{"stringValue":""}	{"stringValue":""}	0	rejoyvarghese32@gmail.com	1				N
		j0j5IFbr59cG0RlzWvaS0SbAvd03	https://lh3.googleusercontent.com/a/ACg8ocJQuJk-QxooEGncM5ohPe71mKqAwG_FKpJNGGn1poonhOavMy8=s96-c	Team spirit	Vipparla	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Vivek	1	1	0	{"stringValue":""}	{"stringValue":""}	0	vivekvipparla25@gmail.com	1				N
		y3dGjlOwYVZ9uBC2Vo5G8o2CQHz2	https://lh3.googleusercontent.com/a/ACg8ocJK77jxK1uoOAvi-L0wRZiel-Z182fIhFJ7p_kfht4KEWJ0lvQo=s96-c	Team spirit	Sreeram.T	{"stringValue":""}	{"stringValue":""}	He/Him	Gayatri Vidya Parishad College of Engineering	captured	{"stringValue":""}	Chinmai	1	1	0	{"stringValue":""}	{"stringValue":""}	0	chinmai.sreeramt@gmail.com	1				N
		S50M51mCBLUtvuNTE1WAE1w5vHq2	https://lh3.googleusercontent.com/a/ACg8ocL_QeBPxpoBIN-VweyMHO06FdgFy6h6vFFg2YHFTizqfdGskw=s96-c	Team spirit 	Mahendra babu	{"stringValue":""}	{"stringValue":""}	He/Him	Gandhi Institute of Technology and Management	captured	{"stringValue":""}	Vattikuti 	1	1	0	{"stringValue":""}	{"stringValue":""}	1	mvattiku@gitam.in	1				N
"""

# ============================================================================
# HELPER FUNCTIONS
# ============================================================================

def clean_firestore_value(value):
    """
    Clean Firestore JSON format:
    - {"stringValue":""} → ""
    - {"stringValue":"value"} → "value"
    - Handle other cases as needed
    """
    if not value or value.strip() == "":
        return ""
    
    value = value.strip()
    
    # Check if it's a Firestore JSON format
    if value.startswith("{") and "stringValue" in value:
        try:
            # Try to parse as JSON
            parsed = json.loads(value)
            if "stringValue" in parsed:
                return parsed["stringValue"]
        except json.JSONDecodeError:
            # If parsing fails, try regex extraction
            match = re.search(r'"stringValue"\s*:\s*"([^"]*)"', value)
            if match:
                return match.group(1)
            # Check for empty stringValue
            if re.search(r'"stringValue"\s*:\s*""', value):
                return ""
    
    return value


def generate_team_code(team_number):
    """Generate team code like TEAM01, TEAM15, etc."""
    try:
        num = int(team_number)
        return f"TEAM{num:02d}"
    except (ValueError, TypeError):
        return ""


def is_empty_row(row_dict):
    """Check if the Team Number field is empty"""
    team_num = clean_firestore_value(row_dict.get("Team Number", ""))
    return not team_num or team_num.strip() == ""


def is_amazing_teams_header(team_number):
    """Check if this is the AMAZING TEAMS header row (not actual team data)"""
    if not team_number:
        return False
    team_num_upper = team_number.upper().strip()
    # Only skip if it's literally "AMAZING TEAMS" text, not team numbers
    return team_num_upper == "AMAZING TEAMS" or team_num_upper == "AMAZING"


def map_payment_status(payment_value):
    """Map Y → captured, N → pending"""
    cleaned = clean_firestore_value(payment_value).upper()
    if cleaned == "Y" or cleaned == "YES":
        return "captured"
    else:
        return "pending"


# ============================================================================
# MAIN PROCESSING
# ============================================================================

def main():
    print("=" * 70)
    print("TSV TO CSV CONVERTER - TECH SPRINT 3.0")
    print("=" * 70)
    
    # Parse TSV data
    lines = TSV_DATA.strip().split("\n")
    if len(lines) < 2:
        print("ERROR: No data found. Please paste your TSV data into the TSV_DATA variable.")
        return
    
    # Read TSV
    reader = csv.DictReader(lines, delimiter="\t")
    
    registrations = []
    teams_data = defaultdict(lambda: {
        "teamCode": "",
        "teamName": "",
        "leaderId": "",
        "memberIds": [],
        "problemStatement": "",
        "solution": "",
        "techStack": "",
        "createdAt": ""
    })
    
    skipped_empty = 0
    skipped_amazing = 0
    processed = 0
    issues = []
    current_team_number = None  # Track the current team number
    
    for idx, row in enumerate(reader, start=2):  # Start at 2 (line 1 is header)
        team_number_raw = clean_firestore_value(row.get("Team Number", ""))
        
        # If Team Number is present, update current team
        if team_number_raw and team_number_raw.strip():
            # Skip only the "AMAZING TEAMS" header row, not the data after it
            if is_amazing_teams_header(team_number_raw):
                skipped_amazing += 1
                continue  # Skip just this header row, don't reset current_team_number
            current_team_number = team_number_raw
        
        # Skip rows without a document_id (truly empty rows)
        uid = clean_firestore_value(row.get("document_id", ""))
        if not uid:
            skipped_empty += 1
            continue
        
        # Skip if no team number has been set
        if not current_team_number:
            skipped_empty += 1
            continue
        
        # Extract and clean fields
        try:
            first_name = clean_firestore_value(row.get("firstName", ""))
            last_name = clean_firestore_value(row.get("lastName", ""))
            email = clean_firestore_value(row.get("email", ""))
            gender = clean_firestore_value(row.get("gender", ""))
            university = clean_firestore_value(row.get("university", ""))
            other_university = clean_firestore_value(row.get("otherUniversity", ""))
            display_picture = clean_firestore_value(row.get("displayPicture", ""))
            payment_status = map_payment_status(row.get("payment", ""))
            team_code = generate_team_code(current_team_number)  # Use current_team_number
            is_team_lead = clean_firestore_value(row.get("isTeamLead", ""))
            role = "leader" if is_team_lead == "1" else "participant"
            
            # Team-specific fields
            team_name = clean_firestore_value(row.get("teamName", ""))
            problem_statement = clean_firestore_value(row.get("problemStatement", ""))
            solution = clean_firestore_value(row.get("solution", ""))
            tech_stack = clean_firestore_value(row.get("techStack", ""))
            
            # Validation
            if not team_code:
                issues.append(f"Line {idx}: Invalid Team Number '{current_team_number}'")
                continue
            
            # Add to registrations
            registration = {
                "uid": uid,
                "firstName": first_name,
                "lastName": last_name,
                "email": email,
                "gender": gender,
                "university": university,
                "otherUniversity": other_university,
                "displayPicture": display_picture,
                "payment_status": payment_status,
                "teamCode": team_code,
                "role": role,
                "createdAt": "",
                "updatedAt": ""
            }
            registrations.append(registration)
            
            # Update team data
            team = teams_data[team_code]
            team["teamCode"] = team_code
            team["memberIds"].append(uid)
            
            # Set team name (use any non-empty value)
            if team_name and not team["teamName"]:
                team["teamName"] = team_name
            
            # Set leader info
            if role == "leader":
                team["leaderId"] = uid
                # Leader's data takes precedence
                if problem_statement:
                    team["problemStatement"] = problem_statement
                if solution:
                    team["solution"] = solution
                if tech_stack:
                    team["techStack"] = tech_stack
            else:
                # Fill in if not set yet
                if problem_statement and not team["problemStatement"]:
                    team["problemStatement"] = problem_statement
                if solution and not team["solution"]:
                    team["solution"] = solution
                if tech_stack and not team["techStack"]:
                    team["techStack"] = tech_stack
            
            processed += 1
            
        except Exception as e:
            issues.append(f"Line {idx}: Error processing row - {str(e)}")
            continue
    
    # Write registrations.csv
    print(f"\nWriting registrations.csv...")
    with open("registrations.csv", "w", newline="", encoding="utf-8") as f:
        if registrations:
            writer = csv.DictWriter(f, fieldnames=registrations[0].keys())
            writer.writeheader()
            writer.writerows(registrations)
    print(f"✓ Wrote {len(registrations)} registrations")
    
    # Prepare teams data for CSV
    teams_list = []
    for team_code, team in sorted(teams_data.items()):
        teams_list.append({
            "teamCode": team["teamCode"],
            "teamName": team["teamName"],
            "leaderId": team["leaderId"],
            "memberIds": json.dumps(team["memberIds"]),  # JSON array string
            "problemStatement": team["problemStatement"],
            "solution": team["solution"],
            "techStack": team["techStack"],
            "createdAt": ""
        })
    
    # Write teams.csv
    print(f"Writing teams.csv...")
    with open("teams.csv", "w", newline="", encoding="utf-8") as f:
        if teams_list:
            fieldnames = ["teamCode", "teamName", "leaderId", "memberIds", 
                         "problemStatement", "solution", "techStack", "createdAt"]
            writer = csv.DictWriter(f, fieldnames=fieldnames)
            writer.writeheader()
            writer.writerows(teams_list)
    print(f"✓ Wrote {len(teams_list)} teams")
    
    # Print summary
    print("\n" + "=" * 70)
    print("SUMMARY")
    print("=" * 70)
    print(f"Total registrations: {len(registrations)}")
    print(f"Total teams: {len(teams_list)}")
    print(f"Rows processed: {processed}")
    print(f"Skipped (empty): {skipped_empty}")
    print(f"Skipped (AMAZING TEAMS section): {skipped_amazing}")
    
    if issues:
        print(f"\n⚠ Issues found ({len(issues)}):")
        for issue in issues[:10]:  # Show first 10 issues
            print(f"  - {issue}")
        if len(issues) > 10:
            print(f"  ... and {len(issues) - 10} more")
    else:
        print("\n✓ No issues found")
    
    # Team validation
    teams_without_leader = [t["teamCode"] for t in teams_list if not t["leaderId"]]
    if teams_without_leader:
        print(f"\n⚠ Teams without leader: {', '.join(teams_without_leader)}")
    
    print("\n" + "=" * 70)
    print("FILES GENERATED:")
    print("  - registrations.csv")
    print("  - teams.csv")
    print("=" * 70)


if __name__ == "__main__":
    main()