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thendralmagudapathi/README.md

Hey, I'm Thendral Magudapathi!

AI Engineer | Deep Learning and Computer Vision Enthusiast

Linkedin: thendralmagudapathi Gmail Badge GitHub Thendral

Podcast 
tech_stack = {
    "Programming Languages": ["Python", "SQL"],
    "Deep Learning Frameworks": ["PyTorch", "TensorFlow", "Keras"],
    "Machine Learning & AI": [ "YOLO (v5-v8)", "CNN", "RNN", "GANs", "CycleGAN", "Transformers","Vision Transformers (ViT)", "UNet", "ResNet", "Physics-Informed Neural Networks (PINNs)"],
    "Computer Vision & Image Processing": ["OpenCV", "scikit-image", "Albumentations"],
    "Data Science Libraries": ["Pandas", "NumPy", "Matplotlib", "Seaborn", "SciPy", "Scikit-learn"],
    "Signal Processing": ["FFT", "FIR Filters", "Wavelet Transform"],
    "GenAI & NLP": [ "LLM", "RAG", "LangChain", "Hugging Face Transformers", "Sentence Transformers", "Ollama", "Qdrant"],
    "Web & App Development": ["Streamlit", "Flask", "Tkinter", "CustomTkinter"],
    "DevOps & Deployment": ["Docker", "Kubernetes", "Git", "GitHub Actions", "Prometheus", "Grafana"],
    "Embedded & Edge AI": ["RaspberryPi", "NVIDIA Jetson Orin Nano", "Linux OS", "V4L2", "GStreamer"],
}

Current Focus:

🤗 Hugging Face ███████████████████░░░ 90%
🧠 ViTs + Faiss █████████████████░░░░░ 80%
🔁 Transformers ████████████████████░░ 95%

I love connecting with different people so if you want to say hi, I'll be happy to meet you more! :)

Pinned Loading

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    This project is a simple Reverse Image Search engine built with Flask. It allows users to upload an image and find visually similar images from a predefined image database.

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  2. Physics-Informed-Neural-Networks Physics-Informed-Neural-Networks Public

    This repository contains Jupyter notebooks from my learning journey with Physics-Informed Neural Networks (PINNs). These are not complete projects but serve as educational resources to explore core…

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  3. RAG-for-NCERT RAG-for-NCERT Public

    A professional-grade Retrieval-Augmented Generation (RAG) system designed for intelligent question-answering over NCERT textbooks of Class 11 and 12. This project integrates LangChain, Qdrant vecto…

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    This Python script automates the creation of a structured Excel workbook using xlsxwriter and openpyxl. It includes dropdowns, validations for integers, floats, dates, and formatted columns. Design…

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  6. Instance-Segmentation Instance-Segmentation Public

    This project provides a complete pipeline to process polygon-style annotations, convert them into YOLO-compatible formats, and train a segmentation model using YOLOv8

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