LinkedInsight
AI-powered career and skills navigator that helps professionals discover learning paths and generate personalized roadmaps
Description
LinkedInsight is an AI-powered career and skills navigator that helps professionals discover learning paths, understand skill relationships, and generate personalized roadmaps. Features include a skill graph explorer for visualizing skill prerequisites and relationships, an AI roadmap generator that creates structured 4-week learning plans, skill gap analysis with career path insights, and a comprehensive dashboard for system monitoring and activity tracking.
Problem i noticed: Professionals struggle to understand skill relationships, identify learning paths, and create structured roadmaps for career development. Traditional career guidance lacks personalized AI-powered insights, skill graph visualization, and actionable learning plans that adapt to individual goals and existing knowledge.
Solution I rendered ✅: I built LinkedInsight as an AI-powered career and skills navigator that addresses professional development challenges. The platform features a skill graph explorer built with NetworkX that visualizes skill relationships and prerequisites, an AI roadmap generator using OpenAI that creates personalized 4-week learning plans with weekly objectives and resources, skill gap analysis that explains why missing skills are important and how they connect to current knowledge, and a comprehensive dashboard for monitoring and tracking. The backend uses FastAPI with ChromaDB for vector search, while the Next.js frontend provides an intuitive interface with shadcn/ui components.
Technologies
