ResumeMatch
An AI-powered resume analysis platform that evaluates ATS compatibility against job descriptions and provides structured improvement suggestions with keyword matching.
The Problem
Most job seekers submit resumes that fail ATS (Applicant Tracking System) filters before a human ever reads them. Without knowing which keywords to include or how to structure content, qualified candidates get filtered out automatically.
The Solution
ResumeMatch parses both the resume and job description, runs keyword matching algorithms, computes an ATS compatibility score, and returns structured improvement suggestions — all in real time through an interactive dashboard.
Key Features
- ATS compatibility score analysis
- Keyword matching algorithms
- Resume-to-job alignment scoring
- Interactive score visualization dashboard
- Structured improvement suggestions
- Job description parsing and analysis
- Section-by-section resume feedback
Technical Highlights
- Built modular React architecture with reusable component design
- Designed scalable frontend components for complex data visualization
- Implemented dynamic ATS scoring visualization with real-time updates
- Integrated Puter.js for AI-powered resume analysis via REST API
Challenges Faced
- 01
Parsing resume PDFs accurately to extract structured text for analysis
- 02
Building a keyword matching algorithm that accounts for synonyms and context
- 03
Designing an intuitive score visualization that clearly communicates actionable feedback