Hi, I'm Michelle!

Product Designer based in Toronto

I design intelligent products that make complexity feel simple. Grounded in psychology and business, I combine empathy with structure - building AI-powered, agentic fintech products at Boosted.ai.

Designed a structured prompting system that improved AI agent accuracy by making user intent explicit.

A product design case study about shifting an AI analytics platform from a builder-centric agent model to a consumption-first experience.

Designed a self-guided tablet experience that simplifies and increases transparency in dealership F&I offerings.

Redesigned Aestus Future through user research to improve clarity, navigation, and conversion.