mr-ravin / cnn-image-classifier Goto Github PK

Hi, I am Ravin 👋

A curious person 🙂 blessed 😇 to see life as an artist 🎨, engineer 🎓, researcher 🤖, inventor ⚙️, economist 📈, poet 🖋️, mathematician 🎲, hacker 👾, game developer 🎮, writer ✍️...

Some of his achievements are mentioned below:

• 📘 Author of book: The Engineer's Plan.
• ▶️ Youtube Channel: Code Beings.
• 👨‍💻 Creator of Embrace Language, Diary Number: 6/2018-CO/SW.
• ⚙️ 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: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning.
    • 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.
  • ⚛ 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
    • 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
    • Addictive auctions: using lucky-draw and gambling addiction to increase participation during auctioning.
  • 🌏 Physics
    • Mathematical developments in the simulation hypothesis.
• 🎮 Indie-Game Developer:
  • RotationWars: Indie-game developed using Unity3D Game Engine with C# programming language in a single day. The idea of this multi-player game is "last one standing wins."
  • QRGAME: An opensource computer game whose entire source code can be stored inside a QRCode.
  • Blocks-N-Head: An opensource game built with GoDot Game Engine. In this game the player have to save the character from hitting the Falling Blocks.
• 👾 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.
  • 📱 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.
• 🐍 Python Packages:
  • 🕸️ Auto_MLflow: an opensource automated MLOps library for MLFlow in python. Pip Package: pip install auto_mlflow
  • 🧬 BinGenetic: an opensource library to convert binary data (in digital form) to genetic sequences (dna or rna) and vice versa. Pip Package: pip install bingenetic
  • 📊 Ravdec: a lossless data compression algorithm for alpha-numeric data. Pip Package: pip install ravdec and NPM Package: RavdecJs.
• 💼 Working experience in product-focused startups in the field of Deep Learning, Machine Learning, Computer Vision, and Natural Language Processing.
• 😇 Along with this, he has done some paintings and related work in the field of arts 🎨, poetry📝, and has also authored a book "The Engineer's Plan" 📘. 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