Drawn to how things work.

I design AI systems that augment human expertise rather than replace human judgment.

My focus is on high-stakes, irreversible workflows where transparency and auditability are core experience pillars.

Across the products I’ve shaped, each shipped experience is backed by guardrails ensuring brand integrity, privacy, and compliance standards for users and organizations alike.