Project · 2026

MSBA Compass

A deployed competition prototype connecting target roles with coursework, skills, and experience.

Product direction, requirements, and validation

Problem

MSBA students need a clearer way to connect course choices and practical experience with target-job requirements.

My role

I shape product direction and requirements and direct the AI-assisted build with ChatGPT and Replit.

Action

I iterated on the guided roadmap, course comparison, profile persistence, and mobile flow.

Result

Built and demonstrated a working career-planning prototype for USC’s Global AI Case Competition.

Evidence

A live prototype is linked below. Its readiness score is a planning aid, not a prediction of hiring success.