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Overview
Ex-quant, now at Heaviside building data infrastructure. Personal projects, open source, and a blog on math, programming, and AI.
News
Ablaut: conjugating German with a verification loop
A coding agent built a deterministic German verb conjugator, driven by a verification loop against two morphology gold standards: from 62.8% to 99.2% agreement.
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Named Entity Recognition using structured generation
Comparing spaCy and LLM structured generation for named entity recognition on Dune, building a social graph of characters from the novel's text.
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Learning addition with GPT
Training a small GPT on x + y = z equations to measure exactly how well a transformer learns addition, with an objective score instead of a vibe check.
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Transformers dashboard
An interactive dashboard comparing the dimensions of published transformer LLMs: parameter counts, feed-forward ratios, embeddings and attention heads.
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Glyph generation
Generating a complete set of connected, symmetry-distinct glyphs on a 3x3 grid using equivalence classes under the dihedral group and an incremental search algorithm.
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