CareerPilot
An AI-powered career roadmap generator that provides personalized, step-by-step learning paths based on a user's career goals and experience level.
01 — Hook / Problem
Many aspiring developers struggle to find a clear, structured learning path for their desired career. They waste time jumping between random tutorials without knowing what to learn next or how to build real-world skills.
02 — Solution
CareerPilot uses AI (Gemini API) to generate personalized, step-by-step career roadmaps. Users input their target role and experience level, and the app creates a complete learning path with curated resources, milestones, and progress tracking.
03 — Challenge
Integrating the Gemini API to produce consistent, structured roadmap JSON while handling rate limits and parsing errors. Also, managing complex nested state for multi-step roadmap progress.
04 — Impact
Helped users reduce decision fatigue by providing clear, actionable learning paths. The personalized approach increased user engagement and completion rates compared to static resource lists.