📌 Overview
ResumeMatch AI is a full-stack web application that helps users evaluate how well their resume matches a specific job description. It uses AI to generate a match score, identify missing keywords, and suggest improvements to increase the chances of passing ATS (Applicant Tracking Systems).
Additionally, the platform recommends relevant jobs from multiple sources based on the user’s resume.
🎯 Key Features 📄 Resume Upload & Parsing
Upload resumes in PDF/DOCX format
Automatically extracts:
Skills
Experience
Education
Keywords
📊 Resume vs Job Match Score
Compare resume with job description
Get:
✅ Match percentage (0–100%)
✅ Matching keywords
❌ Missing keywords
🧠 AI-generated summary
🔑 Keyword Suggestion Engine
Scans job description
Identifies:
Important keywords
Missing keywords in resume
Suggests keywords to improve ATS score
🔍 Job Recommendation System
Finds relevant jobs based on resume
Aggregates jobs from:
Naukri
Instahyre
Wellfound
Displays:
Job title
Company
Match %
Apply link
🎯 Smart Job Matching
Uses AI / similarity algorithms to:
Rank jobs based on resume fit
Highlight best opportunities
📥 Apply to Jobs
Redirects to original job portal
Tracks applied jobs (optional feature)
🛠️ Tech Stack Frontend
React.js
Tailwind CSS (optional)
Backend
Node.js
Express.js
Database
MongoDB (MongoDB Atlas)
AI Integration
OpenAI API
File Processing
pdf-parse (PDF)
mammoth.js (DOCX)
Optional Tools
Puppeteer (for scraping jobs)
Axios (API calls)
🧠 How It Works
User uploads resume
User pastes job description
AI analyzes both inputs
System returns:
Match score
Keyword insights
Suggestions
Platform recommends relevant jobs
User applies directly via links