Student intelligence
Translated learning and experience into skills, pathways, and next steps.
Experience 02 / 07
Founder & CEO, Product Strategy
Built an AI-native platform translating education and labor-market evidence into clearer career decisions.

I shaped the product strategy, prototypes, and systems model connecting individual decisions to regional opportunity ecosystems.
Translated learning and experience into skills, pathways, and next steps.
Mapped education, employment, and economic data across regions.
Built prototypes with React, FastAPI, REST APIs, and public data.