I partner with design-forward teams to craft deterministic interaction logic and fluid generative user frameworks for complex, high-density domains.
Designing interfaces that transform technical velocity into human clarity. I bypass generic patterns to build scalable frameworks for volatile, intelligence-driven domains.
Four clinical case studies on navigating high-density telemetry, model-tuning orchestration, and generative interface logic. No fluff, just the craft.
A creator workflow redesign that streamlined content planning, drafting, and publishing across mobile experiences.
A dual-role platform redesign turning dense course signals into clearer priorities, next steps, and intervention moments.
An AI-assisted presentation workflow that helped users generate, evaluate, and refine decks with greater confidence.
Instead of listing tools, the homepage can show how you think. This is where your senior-ness becomes legible: from strategy to craft, not just screens.
I connect user evidence, business context, and product constraints before committing to interface direction.
I use motion, states, and interaction models to test whether the product logic actually feels understandable.
I turn strong moments into reusable patterns so the work scales without losing its personality.
Bridging enterprise scalability and zero-to-one innovation. My track record spans automotive intelligence, academic research, and generative AI platforms, delivering continuous impact across intersecting industries.
CMU
Research-driven systems
Xiaohongshu
Social content ecosystems
NIO
Automotive intelligence