I observe how people interact with technology and each other and help design systems and tools they can trust and understand.

With 5+ years experience across public sector, finance, community, and AI technology, I work from early concepts through onboarding to help organizations deploy technology responsibly.

Currently designing ethical legal technology for the public sector. Published in human-computer interaction research and developing expertise in AI fairness and algorithmic governance.