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  1. Custom-LSTM Custom-LSTM Public

    Deep dive into LSTM internals: deriving the math, implementing a custom cell from scratch, and testing whether targeted modifications improve performance.

    Jupyter Notebook 1

  2. Exploratory-Data-Analysis-League-of-Legends Exploratory-Data-Analysis-League-of-Legends Public

    Jupyter notebook EDA on League of Legends champion balance — win/pick/ban rate distributions, correlation analysis, and outlier detection across a complex real-world dataset.

    Jupyter Notebook 2

  3. Language_Learning_Bot Language_Learning_Bot Public

    Discord bot built with discord.py + GPT-4o that delivers language lessons, conversation practice, writing feedback, and Edge TTS audio.

    Python 1

  4. pinn_precipitation pinn_precipitation Public

    Physics-Informed Neural Network (PINN) in PyTorch for precipitation prediction from ERA5 reanalysis, constrained by the atmospheric water vapor continuity equation.

    Python