IKIGAI — Find Your Future-Fit Career

The Problem: Students pick careers blind — no tool connects who they are to what the job market actually needs. Existing career quizzes ignore labor market data, and BLS projections are buried in spreadsheets no student will read.

The Solution: A 10-minute AI-powered assessment that maps your personality, strengths, and values to 923 real careers — scored against Bureau of Labor Statistics growth projections. An AI reranking pipeline personalizes your top matches with custom career narratives.

Workflow — Figma MCP × Claude Code × Vercel: Built end-to-end using Figma's MCP server connected to Claude Code — bridging design and code in both directions. From pulling design context into the codebase to pushing the live site back into Figma for iteration. Deployed to production via Vercel.

Live project: https://app-five-neon-81.vercel.app Figma project: https://www.figma.com/make/cNWnVwSv2uhSsWKdeFBVgg/Dark-themed-landing-page-design