About
I connect AI capability with real users through product judgment, systems thinking, and frontend fluency.
My work spans B2B platforms, generative AI tools, agent workspaces, and design systems. I care less about decoration and more about how model behavior becomes understandable, controllable, trustworthy, and measurable.
01
Define product judgment before interface details.
02
AI UX depends on control, explainability, and recovery.
03
Design systems should codify product behavior, not just UI components.
04
Good design delivery reduces engineering and business uncertainty.
Capability
I can enter ambiguous stages and drive delivery.
Strategy
AI opportunity framing, MVP scope, UX principles, evaluation metrics.
UX / UI
Information architecture, complex workflows, design systems, high-fidelity prototypes.
Delivery
Align with product, ML, and engineering to reduce delivery loss.