At MLAI, Stone and Chalk, I designed and built Vibe Raising, an AI-native startup database, from 0 to 1. I used Claude Code, Codex, and Figma, and showcased the MVP at a Codex meetup.
I ran 70+ user interviews and usability testing with founders and investors, then synthesised insights into a prioritised roadmap. I also led agile product management with software developers and ran Scrum ceremonies.
Previously, I conducted research and supported product improvements at Support Sorted and Relish, including clinician onboarding and a dining recommendation app. At the Melbourne School of Design, University of Melbourne, I mentored over 3,000 students in design systems and computational design.

