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sarthakpadhi/README.md

Hi there 👋

I’m Sarthak Padhi, a full-spectrum Data Professional with expertise across the entire data lifecycle, from engineering large-scale architectures, to analyzing patterns, to building AI-powered systems that drive real business impact.

With hands-on experience in Generative AI, Machine Learning, Data Science, and robust Data Engineering, I specialize in creating intelligent, scalable systems that turn ideas into outcomes. I’m particularly interested in building high-performance data systems, designing ML models, and exploring the intersection of data, markets, and decision-making.

Some projects I’m excited to share include my AlphaAgent implementation and my Order Book implementation. I’m also exploring system design for ultra-low-latency market data ingestion.

📫 How to reach me: ✉️ sarthakpadhi2016@gmail.com

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  1. AlphaAgent AlphaAgent Public

    an implementation of the AlphaAgent paper published by BlackRock

    Jupyter Notebook 2

  2. TransformerFromScratch TransformerFromScratch Public

    Implementation of GPT from scratch

    Jupyter Notebook

  3. OrderBook OrderBook Public

    Python

  4. marketRegime marketRegime Public

    Jupyter Notebook

  5. DPConvexHull DPConvexHull Public

    Python

  6. LowLatencyMarketDataIngestion LowLatencyMarketDataIngestion Public

    a personal study into low latency systems