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Pu1ni2/README.md

Hi, I'm Sai Punith Kolla πŸ‘‹

Master's Student in Artificial Intelligence at Northeastern University

Building intelligent systems across AI, ML, software, and research

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About Me

I’m a graduate student in Artificial Intelligence at Northeastern University with a strong interest in building systems that combine machine learning, intelligent reasoning, and software engineering to solve meaningful real-world problems.

My experience spans AI research, applied machine learning, generative AI, reinforcement learning, and full-stack system development. I’ve worked on projects involving multi-agent systems, NLP, sentence-level language modeling, retrieval-augmented generation, voice-based AI, and reinforcement learning environments.

I’m open to a wide range of roles including AI, ML, software, applied research, data-driven engineering, and intelligent systems development. I enjoy going deep into problems, learning by building, and turning ambitious ideas into practical systems.


Open To

  • Artificial Intelligence Roles
  • Machine Learning Roles
  • GenAI Roles
  • AI Research and Applied Research Roles
  • Software Development Roles
  • Intelligent Systems and Product Engineering Roles

Tech Snapshot


Featured Projects

🧠 ResuMate AI

Multi-Agent AI Hiring Platform

A full-stack AI platform for resume analysis, candidate evaluation, real-time AI interviews, and career guidance. Built with a multi-agent orchestration framework, retrieval-augmented reasoning, and real-time voice interaction.

Core Areas: Multi-Agent Systems, RAG, LLM Orchestration, Realtime AI, Full-Stack Development


Research project in sentence-level language modeling

Explored next-sentence prediction using sentence-level attention and latent sentence representations instead of conventional next-token prediction.

Core Areas: NLP, Transformers, Representation Learning, Latent Modeling, Research


Multi-Agent Reinforcement Learning Environment

A custom environment modeling adaptive combat behavior using PPO, Genetic Algorithms, and Simulated Annealing, with real-time visualization.

Core Areas: Reinforcement Learning, Optimization, Simulation, Multi-Agent Systems


🎀 Voice-Based AI Feedback Tool

Public-sector AI feedback system

Built a privacy-first AI platform for voice and text interviews to capture post-training reflections and structured behavioral outcomes.

Core Areas: Conversational AI, Voice Interfaces, NLP, Applied AI, Social Impact


Skills

Area Skills
Languages Python, Java, R, SQL, Shell
AI / ML ML, DL, RL, NLP, CV, Transformers, Representation Learning, Latent Modeling, Sequence Modeling
LLM / Agents Prompt Engineering, Model Evaluation, Multi-Agent Systems, RAG
Frameworks PyTorch, TensorFlow, Keras, Hugging Face, FastAPI, Flask, LangChain, LangGraph
Full Stack / Tools React, Next.js, OpenCV, Postman, Pygame
Data & Infra MySQL, Snowflake, ChromaDB, FAISS, GCP, Hadoop, Git, CI/CD, Docker
Core CS DSA, System Design, API Dev, Optimization, Feature Engineering, Semantic & Vector Search

Experience Highlights

  • Built AI-driven systems in industry and academia across NLP, RL, automation, and end-to-end platform development
  • Worked on LSTM-based error prediction and NLP-driven automation at Wipro
  • Contributed to a Generative AI platform for public-sector impact evaluation at the Burnes Center for Social Change
  • Developed projects spanning research, product systems, multi-agent workflows, and AI for social impact

What I Like Building

  • Intelligent systems that solve real problems
  • Applied AI products with strong system design
  • Research-driven NLP and language modeling
  • Reinforcement learning environments and simulations
  • Multi-agent orchestration pipelines
  • Retrieval and reasoning systems
  • Human-centered AI applications

Current Focus

  • Building practical AI systems that are reliable and useful
  • Exploring sentence-level language modeling and representation learning
  • Designing agentic workflows and retrieval-based systems
  • Learning continuously through implementation, experimentation, and iteration

GitHub Stats


Connect With Me


Personal Note

I may not know everything, but I’m deeply curious and committed to learning. When something genuinely interests me, I like to go deep, understand how it works, experiment with it, and build something meaningful from it.

Pinned Loading

  1. Sriya-Krishna/next-sentence-pred Sriya-Krishna/next-sentence-pred Public

    Python

  2. vishwanisingh/royal-rumble-simulation vishwanisingh/royal-rumble-simulation Public

    Python 1

  3. Resu_Mate Resu_Mate Public

    Multi-agent AI hiring platform with live avatar interviews, resume intelligence, candidate ranking, and career coaching.

    Python

  4. domain-aware-decision-transformer domain-aware-decision-transformer Public

    Forked from Its-a-me-Ashwin/domain-aware-decision-transformer

    Test for future application

    Python

  5. lane-detection-with-steer-and-departure lane-detection-with-steer-and-departure Public

    Forked from canozcivelek/lane-detection-with-steer-and-departure

    A project to demonstrate lane detection with a front facing camera.

    Python