Truth Pipe
A local Python system that preserves provider evidence, classifies explicit truth states, and surfaces uncertainty without creating false certainty.
A local Python system that preserves provider evidence, classifies explicit truth states, and surfaces uncertainty without creating false certainty.
A batch ETL pipeline that extracts structured conversational data from PDF chat exports, validates it, and loads it into SQLite.
A local-first personal finance record system that preserves raw evidence, reconciles provisional activity, and produces a trustworthy ledger.
A longitudinal systems research project investigating how engineering understanding develops, and how it can be made visible, preserved, and transferred through software, systems design, interactive learning experiences, and reflective documentation.