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Lab

Prototypes that proved an idea. Things I've built, mostly on the side, about a domain, a stack, or how a small team can ship faster. Every one states its data status on its own screen.

NewsLens

Live · sample data

A staged-transparency news prototype. I built the evaluation it was assessed against: Amershi's interaction guidelines, Liao's explainability checklist, persona walkthroughs, and two rounds of blind external review. Illustrative sample data, not a live extraction.

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TalentPilot

Live · sample data

A glass-box recruitment matching prototype modeled on the disclosure and record-keeping obligations of NYC Local Law 144 and the EU AI Act, with bias monitoring and explainable matching logic.

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TradePilot

Built Jan 2026 · sample data

A five-agent orchestration prototype for supply chain risk. The business rules, user requirements, and human-in-the-loop override controls show how automated systems can surface transparent, audit-ready decision packages.

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