🧠 SkillVector

AI-powered career intelligence engine that transforms resumes and job descriptions into quantified skill gap analysis and structured learning roadmaps.

🚀 Live Demo: https://skillvector-y1r1.onrender.com/
📄 API Docs: https://skillvector-5qgo.onrender.com/docs

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What It Does

• Extracts skills from resumes and job descriptions using NLP
• Computes match score via TF-IDF + cosine similarity
• Ranks missing skills using weighted frequency scoring
• Generates a prioritized learning roadmap
• Recalculates match score as progress updates

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Architecture

• Backend: FastAPI
• NLP: spaCy
• ML: scikit-learn (TF-IDF, cosine similarity)
• Frontend: React
• DB: PostgreSQL (optional)

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Why It’s Different

• Not a chatbot.
• Not prompt engineering.
• A deterministic, algorithm-driven decision engine.

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Quick Start

Backend:

• cd backend
• pip install -r requirements.txt
• python -m spacy download en_core_web_sm
• uvicorn main:app --reload --port 8010

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Frontend:

• cd frontend
• npm install
• npm start

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Backend: http://localhost:8010

Frontend: http://localhost:3000

📸 Preview