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 ▶️ “Code Beings” focused on computer programming.

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:
  • ARTIFICIAL INTELLIGENCE ENABLED AUTOMATED SYSTEM FOR TARGETED CONTENT ON DISPLAY DEVICES.
  • A PORTABLE DATA STORAGE DEVICE FOR SECURED DATA SYNCHRONIZATION AND ITS METHOD THEREOF.
• 🔬 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
    • A Generalized Quantum Algorithm for Assuring Fairness in Random Selection Among 2^N Participants.
  • 💻 Algorithm Design and Operating System
    • Cyclic Scheduling Algorithm.
    • Modified Counting Sort.
  • 📐 Mathematics
    • Adaptive Base Representation Theorem: An Alternative to Binary Number System.
    • A Theorem on Numbers of the Form 10^x.
    • Theorems for Arcs of Different Circles having Same Arc-Angles with Application in Concave and Convex Structures.
  • 💰 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.
• 🎮 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.
• 👨‍💻 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 2^N 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 ravdec and in Javascript as npm package: npm i ravdecjs. Github for Python implementation: Ravdec and Javascript implementation: RavdecJS.
• 📝 Poetry & Reflections:
  • आख़िरी हिम्मत (Aakhiri Himmat).
  • बस इंसान (Bas Insaan).
  • Not A Play.
  • To be.
  • The devil's rule.
  • A Journey.
• 📃 Short Stories:
  • The River Between Us: Because Even Rivers Choose Love.
• 🎨 Art & Expression:
  • Artist's Portfolio.

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.

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Social Media Profiles:

• Code and Content: Github, Goodreads, Medium, Youtube: CodeBeings.
• Social Media: Linkedin, Twitter, Instagram, Facebook, Reddit.
• Research: Research Gate, Orcid, Google Scholar.