SingaporeAt Liminal, I led design for Kunik.ai, a 0→1 venture exploring ethical financial data access for AI. I worked end-to-end — conducting publisher interviews, shaping licensing and contextual access models, and prototyping audit features. Our beta drew strong interest from publishers and investors, though the project was later paused due to policy changes.