Hi, I am Ravin ๐
A curious person ๐ blessed ๐ to see life as an artist ๐จ, engineer ๐, researcher ๐ค, inventor โ๏ธ, economist ๐, poet ๐, ethical hacker ๐พ , mathematician ๐ฒ, game developer ๐ฎ, author โ๏ธ, traveler โ๏ธ๐ฟ๐ต๐๐ชโฐ๏ธโต๐๏ธ๐๐๐
He is author of the book ๐ "The Engineerโs Plan", and runs a youtube channel
Some of his achievements are mentioned below:
- ๐ Author of book: The Engineer's Plan.
โถ๏ธ Youtube Channel: Code Beings.- ๐จโ๐ป Creator of Embrace Language, Diary Number: 6/2018-CO/SW.
- โ๏ธ Patented Inventions:
- ๐ฌ Research Works done in various fields:
- ๐ค Deep Learning and Artificial Intelligence
- Visual Linguistic Model and Its Applications in Image Captioning.
- Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs.
- Adding Binary Search Connections to Improve DenseNet Performance.
- New Approach to Train LSTMs, GRUs, and Other Similar Networks for Data Generation.
- โ Quantum Computing
- ๐ป Algorithm Design and Operating System
- ๐ Mathematics
- Adaptive Base Representation Theorem: An Alternative to Binary Number System.
- A Theorem on Numbers of the Form 10x.
- Theorems for Arcs of Different Circles having Same Arc-Angles with Application in Concave and Convex Structures.
- ๐ฐ Theoretical Economics
- ๐ Physics
- ๐ค Deep Learning and Artificial Intelligence
- ๐ฎ Indie-Game Developer:
- Rotation Wars 2: An open-source, minimalistic multiplayer game built with Unity3D for Android, Linux, and Web Browser. Players battle on a dynamically rotating platform, pushing and maneuvering to stay on while knocking opponents off. The last player standing wins.
- QRGAME: QRGame is a minimalist, terminal-typing based open-source video game where the player must quickly type a displayed key and press Enter before time runs out. As players advance, the time to respond shortens, pushing speed and accuracy to the limit. A single mistake ends the game, keeping the tension high as the challenge intensifies. True to its name, QRGame can be stored entirely within a simple QR code, making it easy to share and quick to start!
- Blocks 'N' Head: An open-source minimalistic video game built with GoDot Game Engine, where the objective is to help the character avoid falling blocks.
- ๐พ Ethical Hacking:
- Developed and copyrighted two Computer ransomwares (and their antivirus)
- Crypto Ransomware- Computer Virus (Ransomware) And Its Antivirus Diary number: 3512/2016-CO/SW.
- Cryptbits: Computer Ransomware and its reversal code Diary number: 6429/2020-CO/SW.
- ๐ฑ Android Apps
- FileCrypt: Opensource android application able to perform AES-128 bit on-device encryption on all types of files.
- EnText: Opensource text encryption tool for android using AES-128 bit encryption.
- Password Manager - Cybersecure: This opensource application stores all of its data in a 256 bit encrypted format on the device itself, thus it works completely offline.
- Confi Book - an encrypted book: This opensource application stores all of its data entries in a 256 bit encrypted format on the device itself, thus it works completely offline.
- Developed and copyrighted two Computer ransomwares (and their antivirus)
- ๐ Python Packages:
- โก APTx Activation Function: A Pytorch implementation of APTx: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning.
pip install aptx_activation - ๐ง Cerebral LSTM: A PyTorch implementation of Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs.
pip install cerebral_lstm - ๐ค Auto_MLflow: Auto MLFlow is an open-source automated MLOps library for MLFlow in Python. While MLFlow provides a UI for tracking experiments, Auto MLFlow automates and simplifies the logging process, reducing manual effort and ensuring seamless integration with ML workflows. pip package:
pip install auto_mlflow - ๐งฌ BinGenetic: BinGenetic is a lightweight Python library that enables seamless conversion between binary data and genetic sequences (DNA or RNA), facilitating research in DNA data storage and bioinformatics. pip package:
pip install bingenetic - ๐ Ravdec: Ravdec is a Python module implementing a lossless data compression algorithm designed by Ravin Kumar. This algorithm is designed exclusively for textual data, including alphabets, numbers, and symbols. The algorithm is available in Python as pip package:
pip install ravdecand in Javascript as npm package:npm i ravdecjs. Github for Python implementation: Ravdec and Javascript implementation: RavdecJS.
- โก APTx Activation Function: A Pytorch implementation of APTx: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning.
- ๐ผ Working experience in product-focused startups in the field of Deep Learning, Machine Learning, Computer Vision, and Natural Language Processing.
- ๐ Poetry & Reflections:
- ๐จ Art & Expression:
All these experiences have given him a broader view of life, and help understand the world better. ๐คฉ Excited to know more, do visit his personal website: RAVIN KUMAR