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Uni-Creator/README.md

Hi, I'm Abhay Singh

AI/ML Engineering Student | Deep Learning • Computer Vision • LLM/RAG

I’m a Mathematics & Computing engineering student interested in building practical AI systems, from model development and experimentation to real-time inference and deployment.

My primary interests are:

  • Deep Learning & Computer Vision
  • LLM / RAG Systems
  • Reinforcement Learning
  • AI Systems & ML Engineering

I enjoy going beyond training a model — understanding the data pipeline, evaluation, inference, backend, and deployment that turn an ML model into a usable system.


Research & Technical Interests

Deep Learning
├── Computer Vision
│   ├── Video Transformers
│   ├── Human Pose Estimation
│   └── Real-Time Vision Systems
│
├── NLP / LLM Systems
│   ├── RAG
│   ├── Semantic Search
│   └── Vector Retrieval
│
└── Reinforcement Learning
    └── Neuroevolution / NEAT

Tech Stack

Category Technologies
Languages Python, C++, SQL, R, Dart
Deep Learning PyTorch, TensorFlow, Transformers
Computer Vision OpenCV, MediaPipe, YOLOv8, Swin3D, CLIP
LLM / NLP Hugging Face, LangChain, Sentence Transformers, RAG
Vector Search FAISS, HNSW
Backend / APIs FastAPI, Flask, WebSockets
Data / Infrastructure Redis, Supabase, Docker
Development Git, Linux, Streamlit, Jupyter

Currently Exploring

  • Multi-Agent Reinforcement Learning
  • AI automation systems
  • Production-oriented ML engineering
  • Scalable inference and AI system design

GitHub Activity

GitHub Streak Top Languages


Connect


Open to Opportunities

I’m currently looking for AI/ML engineering internships and entry-level opportunities, particularly in:

Deep Learning · Computer Vision · LLM/RAG · AI Systems

Also open to collaborating on interesting research and open-source AI projects.

Pinned Loading

  1. signBridge signBridge Public

    A real-time Indian Sign Language (ISL) recognition system powered by a Swin3D + BiLSTM deep learning pipeline, served via a Flask API and paired with a Flutter mobile app.

    Dart 8 2

  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. 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 6 4

  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. 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

  6. face_recognition face_recognition Public

    A dual-model face recognition system built with Python, supporting both a custom CNN (PyTorch) and a classical LBPH (OpenCV) approach for real-time face identification via webcam.

    Python 1