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diego-magana/README.md

Diego Magana

Machine learning engineer. MSCS (AI) at Johns Hopkins.
Building ML systems from mathematical foundations to production — language models, deep learning architectures, and mechanistic interpretability.

Selected implementations are pinned below. Writing is at diego-magana.github.io.

Recent Writing — diego-magana.github.io

Writing in progress — implementations live at micrograd and makemore.

Writing · LinkedIn · Email

Pinned Loading

  1. makemore makemore Public

    Character-level language model series from bigram to WaveNet, with probing analysis of learned phonological representations.

    Jupyter Notebook

  2. micrograd micrograd Public

    Scalar-valued autograd engine from first principles — reverse-mode autodiff, MLP, trained on make_moons.

    Jupyter Notebook

  3. diego-magana.github.io diego-magana.github.io Public

    Personal technical site — ML engineering, deep learning, mechanistic interpretability.

    Shell