BUILDS
Writing about methodology without building anything is just theory. These are the projects where the ideas get tested — and sometimes proven wrong.
A co-op adventure RPG built with my daughter. 13+ sprints using spec-first methodology — every mechanic started as a written intent document before any code was written.
A software implementation of original academic research — a weighted model for measuring what actually separates high-performing teams from average ones. Draws on Edmondson's psychological safety research and Google's Project Aristotle.
Completed for B.Sc. degree submission. The research behind it shapes everything I write about teams.
An algorithmic trading bot. 261 S&P 500 stocks, ML ensemble, 93 features. Built without a proper methodology. The cautionary tale — where the absence of a spec showed its full cost when the system drifted silently from original intent.
Paused. The lesson here became the foundation for the spec-first methodology.
More builds in progress. This page grows with the work.