About

A quiet place for difficult ideas.

The Hidden Lemma is Tabuya Machona's private-facing public notebook: a place to learn in the open without turning every thought into a performance.

foundations

Mathematics

Proof, modelling, probability, calculus, and first-principles reasoning.

systems

Data and AI

Data engineering, ML, MLOps, LLM applications, and evaluation.