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  1. avito_recsys avito_recsys Public

    Retrieval + ranking pipeline for Avito ad recommendations. Processes 5B events under a 10 GB RAM budget. Co-visitation beats ALS 3.7x on a novelty-filtered target.

    Jupyter Notebook

  2. grokking-carries grokking-carries Public

    Reverse-engineering a custom mini-transformer to mathematically prove how it learns and computes arithmetic.

    Jupyter Notebook

  3. hypothesis-factory hypothesis-factory Public

    A resilient, modular AI pipeline for automated materials science research.

    Jupyter Notebook

  4. savkit-learn savkit-learn Public

    From scratch, implementation of 10 basic ML algorithms, a custom Scikit-Learn-like library, and review all metrics from Scikit-learn

    Jupyter Notebook

  5. lead-prioritization lead-prioritization Public

    Lead prioritization for Avito DS Bootcamp — LightGBM + CatBoost rank-averaged ensemble with leak-safe event features and time-based validation. Daily AP 0.68.

    Jupyter Notebook