Projects

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  • Nifty50 Prediction

    This project explores advanced stock price prediction for the Nifty 50 index by leveraging deep learning.
    After achieving 90% accuracy with a regression model, I implemented an LSTM-based neural network to capture time-dependent patterns more effectively.
    The project covers data preprocessing, feature engineering, model training, and evaluation, offering a comprehensive toolkit for financial predictions.


  • GPT from Scratch

    Building a GPT model from scratch using PyTorch, showcasing foundational NLP concepts.

    Currently working on !!!