Ravin Kumar (born 21 August 1993) is a curious person 🙂 blessed 😇 with the ability to see life through the perspectives of an artist 🎨, engineer 🎓, researcher 🤖, inventor ⚙️, economist 📈, poet 📝, ethical hacker 👾 , mathematician 🎲, game developer 🎮, author 📘, writer ✍️, traveler ❄️🌿🌵🌊🪁⛰️⛵🏝️🌏🌍🌎
He is the author of the books 📘 “The Engineer’s Plan”, and “Philosophy of the Trident” (along with its Hindi version “त्रिशूल दर्शन”), and runs a youtube channel
Some of his achievements are mentioned below:
- 💼 Working experience in product-focused startups and companies in the field of Deep Learning, Machine Learning, Computer Vision, and Natural Language Processing.
- ⚙️ Patented Inventions:
- 🔬 Research Works done in various fields:
- 🤖 Deep Learning and Artificial Intelligence
- APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation.
- APTx: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning.
- Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs.
- Visual Linguistic Model and Its Applications in Image Captioning.
- Adding Binary Search Connections to Improve DenseNet Performance.
- New Approach to Train LSTMs, GRUs, and Other Similar Networks for Data Generation.
- White Paper: A Theoretical Model For Artificial Learning, Memory Management And Decision Making System, published in 2019 (written in 2015-16).
- ⚛ Quantum Computing
- 💻 Algorithm Design and Operating System
- 📐 Mathematics
- 💰 Theoretical Economics
- The Economics of Sovereignty: Phased Virtual Currency and Coalition Reserve Entity.
- Addictive auctions: using lucky-draw and gambling addiction to increase participation during auctioning.
- 🤖 Deep Learning and Artificial Intelligence
- 🎮 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.
- 👾 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. A Java-based cryptographic file-encryption program with a built-in recovery component, developed for academic cybersecurity research.
- Cryptbits: Computer Ransomware and its reversal code, Diary number: 6429/2020-CO/SW. A Java-based cryptographic file-encryption program with a corresponding recovery mechanism, developed as part of academic cybersecurity research.
- 📱 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)
- 👨💻 Creator of Embrace Language, Diary Number: 6/2018-CO/SW.
- 🐍 Python Packages:
- ⚡ APTx Neuron: A Pytorch implementation of APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation. pip package:
pip install aptx_neuron - ⚡ APTx Activation Function: A Pytorch implementation of APTx: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning. pip package:
pip install aptx_activation - 🧠 Cerebral LSTM: A PyTorch implementation of Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs. pip package:
pip install cerebral_lstm - ⚛ Qrandom: A python implementation of A Generalized Quantum Algorithm for Assuring Fairness in Random Selection Among 2N Participants. pip package:
pip install qrandom - 🚀 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.
- ⚡ APTx Neuron: A Pytorch implementation of APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation. pip package:
- 📝 Poetry & Reflections:
- 📃 Short Stories:
- 🎨 Art & Expression:
All these experiences have given him a broader view of life, and help understand the world better. 🤩 Excited to know more, do visit his personal website: RAVIN KUMAR.
- Code and Content: Github, Goodreads, Medium, Youtube: CodeBeings.
- Social Media: Linkedin, Twitter, Instagram, Facebook, Reddit.
- Research: Research Gate, Orcid, Google Scholar.
