🧠 SkillVector

AI career intelligence engine that converts resumes + job descriptions into quantified skill gap analysis and actionable learning roadmaps.

🚀 Live Demo: https://skillvector-04vy.onrender.com/
📄 API Docs: https://skillvector-nwm2.onrender.com/

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⚡ What It Does

• Parses resumes and job descriptions using NLP
• Computes match score via TF-IDF + cosine similarity
• Identifies and ranks missing skills using weighted scoring
• Generates structured, prioritized learning roadmaps
• Dynamically recalculates match score as skills improve

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🏗️ Architecture

• Backend: FastAPI
• Frontend: React
• Database: PostgreSQL (Supabase)
• NLP: spaCy
• ML: scikit-learn (TF-IDF, cosine similarity)
• Deployment: Render

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🧠 Core Idea

SkillVector is not a chatbot.

It’s a deterministic decision engine that:

• quantifies career gaps
• ranks them algorithmically
• outputs structured, data-driven guidance

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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