From complexity to fluency, by design.
Complex systems that teach themselves to the user - building proficiency is the user experience.
End-to-end product engineer working across the entire stack, from data-visualization interfaces to the services behind them. AI-native in how I build, fast to pick up new domains, and most at home taking ambiguous, high-stakes problems from prototype to production.
Interfaces that make AI inspectable — giving people real ownership over work an LLM did on their behalf.
Founding-engineer instinct for ambiguity. I take fuzzy concepts to live, multi-tenant production systems: prototype, iterate with real users, and ship the version that actually works.
Products that teach by doing. A user experience that builds fluency and trust as people complete real tasks.
Comfortable across the whole stack — AI-native tooling woven through how I build.
Turning high-dimensional, complex data into surfaces people navigate by intuition — explorable systems instead of static readouts.
Shipped in high-compliance, high-stakes environments. CISSP-certified.
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