I specialize in internal B2B systems, where usability issues quickly turn into operational debt.

My work focuses on:

reducing confusion in complex workflows

designing systems that scale without constant redesign

aligning design decisions with real-world implementation

I think beyond screens – accounting for roles, edge cases, and how teams actually use these tools day-to-day.