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  1. Adventure-Works-Dashboard Adventure-Works-Dashboard Public

    A comprehensive Power BI dashboard analyzing sales, customer, and product data for the "Adventure Works" company. This project showcases skills in data modeling, DAX, and creating interactive, busi…

  2. ml-papers-from-scratch ml-papers-from-scratch Public

    First-principles implementations of foundational AI/ML architectures and components, bridging raw mathematical derivations with optimized PyTorch code.

  3. Shanthini-U Shanthini-U Public

    Deriving transformer architecture from first principles

  4. 01-RoPE 01-RoPE Public

    PyTorch implementation verifying mathematical properties of Rotary Positional Embeddings — derived in "Geometric Foundations of RoPE"

    Jupyter Notebook