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jaicdev/README.md

Hi there, I'm Jay! 👋

🎓 Senior Research Fellow at Ahmedabad University
🔍 Working on Person Retrieval in Video Surveillance under Prof. Mehul Raval
🤖 Passionate about Computer Vision, Model Compression & Edge AI

🚀 About Me

I specialize in real-time vision-language systems for resource-constrained environments.

🎓 Education:

  • Master’s in Automatic Control & Robotics – The Maharaja Sayajirao University of Baroda

🔬 Research Interests

  • 📹 Surveillance & Computer Vision
  • ⚡ Edge AI & Model Compression
  • 🔍 Real-Time Vision-Language Systems

📌 Featured Projects

🔥 QDPStudio

A unified framework for deep learning model compression, combining quantization, pruning, and decomposition for optimized inference.
🛠 Python | 🔓 MIT License

✨ AnnoTool

A lightweight Python annotation tool for object detection tasks, featuring an intuitive UI and error handling.
🛠 Python | 🔓 MIT License

💤 Sleep-Stage-Classification

Python scripts for sleep stage classification using EEG data, including EDA and machine learning models.
🛠 Python | 🔓 MIT License

📊 GitHub Stats

🔥 GitHub Activity & Achievements

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GitHub Activity Graph

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🔧 Tech Stack & Tools

Python PyTorch

🎭 Fun Corner

Joke

📫 Connect with Me

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  1. QDPStudio QDPStudio Public

    QDP Studio is a unified framework for deep learning model compression. It combines quantization, pruning, and decomposition to reduce model size, improve inference speed, and maintain accuracy. Its…

    Python 2

  2. AnnoTool AnnoTool Public

    AnnoTool is a lightweight, Python-based annotation tool for efficiently creating, managing, and editing bounding boxes on images. It offers intuitive UI, solid error handling, and seamless integrat…

    Python 2

  3. Sleep-Stage-Classification Sleep-Stage-Classification Public

    This repository provides Python scripts for sleep stage classification using EEG data. It includes code for both Exploratory Data Analysis (EDA) and machine learning models (with and without class …

    Python 2

  4. Notebooks Notebooks Public

    Jupyter Notebook 1