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Research & writing

  1. Confidence Without Competence — llm calibration · research · Apr 2026

    Investigating the impact of quantization-tuning pipeline orderings on LLM calibration and reliability.

  2. numpy_for_noobs — numpy · guide · Feb 2025

    A practical NumPy reference covering the functions you'll actually use, with clear examples.

  3. BM25 Search — search · notes

    BM25 search explained through examples, from TF-IDF's failures to saturation curves and length normalization.

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