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ayooshkathuria/README.md

👋 Hi, I'm Ayoosh!

AI Researcher & RL Practitioner diving deep into LLMs and exploring how RL can enhance them. Passionate about AI, optimization & making models smarter! 🤖🔥


🏆 Work Experience

🔍 DRDO – Object detection for video surveillance in defense.
🎨 Pix2PixHD GAN – High-res image-to-image translation in MATLAB. 🔗
🚗 IIIT-DelhiRL for mixed-autonomy traffic optimization.
❄️ PhaidraRL for industrial cooling (Alpha Zero, MuZero, AWAC, PPO).


🛠️ Notable Projects

🦙 Llama 3.2 – Fine-tuning from scratch on Alpaca-style datasets.
🖼️ Computer Vision Augmentation Library – Bounding box augmentation for object detection.
🔥 PyTorch from ScratchStep-by-step tutorial.


✍️ Writings

📜 Paperspace BlogAI articles
✍️ MediumMore of my work


📬 Connect with Me

📧 Email: kathuria.ayoosh@gmail.com
💼 LinkedIn: Ayoosh Kathuria
🐦 X (Twitter): @KathuriaAyoosh

🚀 Always open to exciting AI collaborations & discussions!

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  1. Llama-3.2-FT-From-Scratch-Alpaca Llama-3.2-FT-From-Scratch-Alpaca Public

    A project that implements Llama 3.2 from scratch and finetunes it on Alpca-style data.

    Jupyter Notebook

  2. pytorch-yolo-v3 pytorch-yolo-v3 Public

    A PyTorch implementation of the YOLO v3 object detection algorithm

    Python 3.3k 1.1k

  3. YOLO_v3_tutorial_from_scratch YOLO_v3_tutorial_from_scratch Public

    Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

    Python 2.3k 722

  4. Paperspace/DataAugmentationForObjectDetection Paperspace/DataAugmentationForObjectDetection Public

    Data Augmentation For Object Detection

    Jupyter Notebook 1.2k 318

  5. Paperspace/PyTorch-101-Tutorial-Series Paperspace/PyTorch-101-Tutorial-Series Public

    PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

    Jupyter Notebook 263 58

  6. kmeans_vectorised_v2.py kmeans_vectorised_v2.py
    1
    import numpy as np 
    2
    import matplotlib.pyplot as plt 
    3
    import random
    4
    import time 
    5
    
                  
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