AI-Native Design Engineer
I design and build AI-native product systems that connect human intent to operational reality.
Define role. Activate lenses. Inspect evidence.
Designed and operated a human-in-the-loop calibration system for Astrocade's AI-powered UGC review pipeline. It samples completed QA reviews, records explicit ground truth and role-scoped diagnostics, and compares QA, final review, and creator-feedback quality through immutable calibration signals.
Designed and built an AI mentor product system that turns chat, connected work context, goals, and follow-up into actionable quests.
Built an AI-first social game platform that turns any X post into an instant browser game, using Grok-powered concept generation, playable game cards, social sharing, and leaderboards to make AI game creation feel native to X.
The Rise of Synthetic AI Companions: Promise or Peril
AR & AI: The Intersection of the Future
Voice-Driven Mixed Reality for Accessibility
Industry Roundtable, Demo Showcase