Attribute App
Built a radio ad attribution product from concept to production, designing the data states, comparison frameworks, and reporting systems that helped advertisers interpret imperfect signals and allocate spend with confidence.
Cyber Sentry Academy
Led product design for a cybersecurity learning platform, building scalable learning systems that made complex material approachable while supporting long-term progress across individuals and teams.

