Resume / JD Matcher
Get an explainable ATS match score between a resume and a job description. A complete AI project kit with working code, report, presentation, and viva prep.
Screenshots
Click any screenshot to view fullscreen
What it does
Upload a resume and paste a job description to get a match score broken into four named, weighted components — skill match, semantic fit, experience, and education — plus specific missing skills and concrete improvement suggestions. Built to be auditable: every score traces back to a visible reason, not one opaque AI judgement.
Features
- ✓Score breakdown shown as a radar chart across 4 components
- ✓Semantic skill matching — recognizes “ML” and “Machine Learning” as the same skill
- ✓Lists specific missing must-have and nice-to-have skills by name
- ✓Generates specific, non-generic improvement suggestions
What's included
- ✓Full working Streamlit application
- ✓8-chapter Word report (including the scoring methodology)
- ✓14-slide presentation deck
- ✓Viva question bank with cheat sheet and pitch script
- ✓Sample resume + 2 job descriptions for your demo
Pricing
Same pricing tiers across every project kit.
A freelancer would charge ₹10,000–₹20,000 for the same project. Our kits start at ₹1,499 and are delivered in hours — not weeks.
Starter
The working application, ready to run and demonstrate.
- ✓Full source code
- ✓Setup & run instructions
- ✓requirements.txt / package.json
- ✓Runs on your machine in under 10 min
Standard
Submit-ready — full academic report and presentation included.
- ✓Everything in Starter
- ✓8-chapter Word report
- ✓14-slide presentation deck
- ✓Architecture & flow diagrams
Complete
Everything to submit AND confidently defend your project.
- ✓Everything in Standard
- ✓Viva Q&A bank + cheat sheet
- ✓Customized to your name & college
- ✓WhatsApp support until submission
Satisfaction guarantee
Not happy with what you receive? Message us within 24 hours and we'll either fix it or refund you — no questions asked.
Questions about this project
Does it work with any resume format?+
PDF and DOCX are both supported directly.
Is the score comparable to a real company's ATS?+
It's a documented, explainable estimate — not a copy of any specific company's proprietary system.
Guides for this kit
Viva prep and architecture notes that match this project.
- Architecture
Explainable scoring in Resume/JD Matcher — why black-box LLM grades fail
Break down the four weighted components — skills, semantic fit, experience, education — and why deterministic scoring beats asking the LLM for one number.
- Guides
Top 10 Streamlit AI demo projects students actually finish
Ten Streamlit AI project ideas for Indian final year students that are small enough to finish, with problem, stack, demo plan, and examiner questions.
- Architecture
Three AI project patterns: RAG, text-to-code, and extract-score-generate
Not every AI final-year project should be a chatbot. When to use RAG, text-to-code, or extract-score-generate — and how each defends in viva.