Other Work and Explorations

How does AI help musicians?

NSF-funded research as a research assistant.
AI feedback UI design + Assorted user studies

Legato

Designing for error resilience in classical music performance

Learning about AI agents.

Recently, I’ve been exploring how AI agents change the way we interact with technology.

Instead of navigating predefined workflows (GUI), users can express goals and let systems plan the path forward (agentic UI), opening up new possibilities for interaction design.

Glowbe

Find your light. Find your rhythm.

ParkSmart

Revolutionizing Parking Solutions