📝 3. AI-Powered Resume Analyzer

📌 Project Description:

An NLP-based web app that analyzes resumes, extracts key skills, and matches candidates with job descriptions based on relevance. Recruiters can upload resumes, and the AI will evaluate them against job requirements.

🔹 Key Phases of the Project:

✔ User Authentication & Role Management
🔹 Secure JWT-based authentication (Admin & Recruiter roles).
🔹 Recruiters can upload, view, and manage analyzed resumes.

✔ Resume Parsing & Skill Extraction
🔹 Extract candidate details (Name, Email, Education, Experience, Skills) using spaCy / NLTK.
🔹 Perform Named Entity Recognition (NER) for structured data extraction.

✔ Job Matching & Ranking System
🔹 Compare resumes with job descriptions using TF-IDF / BERT embeddings.
🔹 Rank candidates based on relevance score.

✔ Sentiment & Keyword Analysis
🔹 Identify strong/weak areas in a resume.
🔹 Highlight missing or relevant keywords based on the job description.

✔ Database & Performance Optimization
🔹 Store parsed resumes & rankings in MongoDB / PostgreSQL.
🔹 Implement Redis caching for quick retrieval.

✔ Deployment & Security
🔹 Deploy using AWS / Render / Railway.
🔹 Ensure secure authentication, CORS policies, and encryption.

📂 Project Deliverables:

✅ 📊 Professional PPT – Covers NLP-based resume parsing & ranking techniques.
✅ 📁 Source Code – Full-stack implementation using FastAPI + React.js.

💰 Project Price: ₹6,000/-

A smart AI tool to streamline hiring and job matching! 🎯🚀