Pillars

Software, data, and AI systems built with a product manager's discipline: GCP architecture, BigQuery, Dataform governance, ML pipelines, agent workflows, and the evaluation that makes them trustworthy in production.

Decision simulations, live interactive prototypes, game-system architecture, and research notes where agents, world state, constraints, traces, and measurable behavior matter more than surface presentation.

Applied complexity, decision intelligence, and the organizational systems thinking behind technical work: how teams, ownership, and feedback loops shape what gets built.