Skip to content
View Uni-Creator's full-sized avatar
🫠
Debugging...
🫠
Debugging...

Highlights

  • Pro

Organizations

@CUK-COMMIT

Block or report Uni-Creator

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Uni-Creator/README.md

Hey there! I'm Abhay Singh

About Me

I’m an engineering student focused on building practical AI systems in computer vision, machine learning, and automation. I enjoy implementing models from scratch and applying them to real-world problems.

• Currently working on: Multi-Agent Learning Simulation and AI automation
• Interests: Computer Vision, Reinforcement Learning, NLP systems


Tech Stack & Tools

Category Tech / Tools
Languages Python, C++, SQL
AI / ML PyTorch, TensorFlow, Scikit-Learn
Computer Vision OpenCV, YOLOv8, MediaPipe
NLP & RAG LangChain, HuggingFace
Tools Git, Docker, Linux, Streamlit, Jupyter

Featured Projects

  • Real-Time Sign Language Recognition - Real-time LSTM based system that detects and interprets sign language gestures using computer vision and sequence models.

  • HandGestureAutomation - Control your computer using hand tracking and gesture recognition through a webcam.

  • RAG Multi-File Question Answering - Retrieval-augmented generation pipeline that answers questions across PDFs, DOCX, CSV and text files.

  • FlappyBird Genetic AI (NEAT) - Neural networks evolved using the NEAT algorithm that learn to play Flappy Bird autonomously.

  • Crowd Detection System - YOLOv8 based real-time crowd detection and tracking with proximity analysis.

  • Multi-Agent Learning Simulation (Work in Progress) - Research-oriented simulation where multiple agents learn and interact inside an evolving environment.


Performance Metrics

GitHub Stats Top Languages

Current Streaks


Where You Can Find Me


Currently seeking collaboration on research projects and open source work in AI, machine learning, and computer vision.

Pinned Loading

  1. RAG-MultiFile-QA RAG-MultiFile-QA Public

    A RAG (Retrieval-Augmented Generation) AI chatbot that allows users to upload multiple document types (PDF, DOCX, TXT, CSV) and ask questions about the content. Built using LangChain, Hugging Face …

    Python 4 4

  2. SmartGallery SmartGallery Public

    SmartGallery is a desktop app that organizes and searches large photo collections using AI. It generates captions, tags, and CLIP embeddings, supports natural language search, live folder updates, …

    Python 2

  3. 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 1

  4. 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

  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 3

  6. 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