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Uni-Creator/README.md

Hey there! 👋 I'm Abhay Singh

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🚀 Engineering Student | Aspiring AI/ML Developer
🔬 Robotics & Computer Vision Enthusiast
💼 Open Source Contributor | Tech Explorer

🚀 About Me

I'm Abhay Singh, an engineering student passionate about AI, ML, and all things tech. I love experimenting with deep learning, robotics, and automation. My projects often revolve around AI-driven solutions, real-time applications, and software automation.

  • Currently working on: Real-Time Sign Language Recognition & AI-powered automation projects 🤖
  • Favorite tools: Python, OpenCV, PyTorch, TensorFlow, Raspberry Pi, and Arduino.
  • Hobbies: Exploring tech innovations, gaming, and tinkering with robotics 🤖
  • Professional Goal: Build AI-driven solutions that make an impact!

🛠️ Projects I’m Proud Of

  • Real-Time Sign Language Recognition - An LSTM-based model for recognizing sign language gestures using PyTorch. 🖐️
  • HandGestureAutomation - Control your computer mouse using hand gestures through webcam-based tracking. 🖥️
  • Handwritten_Number_Recognition_System - A Handwritten Number Recognition System built from scratch using Neural networks.
  • NanoGPT - NanoGPT is a simple character-level transformer model built from scratch using custom tokenizer to generate Shakespearean-style text. 🎧
  • LungCancerClassification - A deep learning-based cancer type prediction system using a trained convolutional neural network (CNN).

📚 Learning & Experimenting

I'm always diving into new tech and methodologies, especially in:

  • Deep Learning & AI: Training LSTMs, CNNs, and NLP models.
  • Computer Vision & Robotics: Developing automation solutions using OpenCV and PyTorch.
  • Cybersecurity & Ethical Hacking: Exploring security tools and AI-driven defense mechanisms.

🌐 GitHub Stats

GitHub Stats Top Languages

Current Streaks

🏆GitHub Trophies

🌍 Where You Can Find Me

👀 Currently Seeking

Opportunities in AI, Robotics, and Computer Vision—whether it's research, open-source contributions, or industry projects. If you're working on something exciting, I'd love to collaborate!

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  1. Real-Time-Sign-Language-Recognition Real-Time-Sign-Language-Recognition Public

    This project implements an LSTM-based model for recognizing sign language gestures, specifically targeting actions like 'hello', 'thanks', 'nothing', and 'I love you'. Using PyTorch, it processes s…

    Python 5

  2. NanoGPT NanoGPT Public

    NanoGPT is a lightweight GPT-style language model designed for text generation. It supports training on custom datasets, pretrained model inference, and minimal dependencies for efficient experimen…

    Python 1

  3. FlappyBird_GeneticAI_NEAT FlappyBird_GeneticAI_NEAT Public

    This project uses NEAT to evolve a population of neural networks that control birds in a simple Flappy Bird game. The network decides whether the bird should jump based on inputs such as the bird's…

    Python 1

  4. Handwritten_Number_Recognition_System Handwritten_Number_Recognition_System Public

    A Handwritten Number Recognition System built from scratch using Deep Learning from Scratch. The model is trained on digit images and can classify handwritten numbers with high accuracy.

    Python 1

  5. HandGestureAutomation HandGestureAutomation Public

    A Python-based application that lets you control your computer mouse using hand gestures captured through your webcam. Using computer vision and hand tracking technology, it enables natural mouse m…

    Python 2

  6. LungCancerClassification LungCancerClassification Public

    This repository contains a deep learning-based cancer type prediction system using a trained convolutional neural network (CNN). The model is deployed using Streamlit, allowing users to upload medi…

    Jupyter Notebook 1