Selected products and engineering projects I have taken from idea to implementation.
I created RecodeIR and Next Good Lead from idea through implementation, using AI assistance.
An AI workflow that works in a demo can still fail on real inputs or when a provider fails. These projects show how I make failures visible, check outputs against explicit expectations, and separate model suggestions from the code that decides what happens next.
See how that reasoning translates into an illustrative diagnostic brief.
A local modernization workbench that compares original programs with generated TypeScript, catches changed results, and makes unsupported cases explicit.
A B2B prospecting application that separates model research from source capture and publication checks, with outreach drafts for human review.
I can help when the work spans product decisions, integrations, production behavior, and handoff.
