Work / proven systems
I turn manual, fragmented workflows into reliable AI tools, software products, and systems for creative production. Then I verify what changed.
Three shipped systems across audio discovery, AI reliability, and marketplace product engineering.
FILE 01 / Product / data / Full-stack product / directory operations
A production directory that turns a fragmented studio search into a location-aware, comparable decision.
FILE 02 / AI / agents / AI workflow reliability / developer tooling
A provider-agnostic reliability harness that gives AI coding agents structured protocols and project-native verification.
Scope note: The study did not demonstrate better generalized first-pass reliability.
FILE 03 / Product / data / Full-stack product / marketplace operations
A live skill-trade marketplace being hardened from a broad web product into a maintainable foundation for mobile expansion.
Open to the right work
Full-time product, automation, audio-tech, and technical-operations roles are the priority.