Career Compass AIOpenAIAI SaaS
Career Compass AI: Turning Assessments Into Roadmaps
A look at the AI SaaS workflow behind assessments, prompt design, OpenAI integration, and personalized learning roadmaps.
Career Compass AI combines a full-stack SaaS flow with AI-assisted career guidance. Users move through assessment steps, the product collects structured signals, and the AI layer turns those signals into practical direction.
The system uses TypeScript, MERN architecture, OpenAI API calls, prompt engineering, and multi-step AI workflows. The important part is not only generating text, but shaping the output so users receive clear next actions.
This project strengthened my work around AI agents, data flow design, and building useful AI features inside real web applications.