Projects/AI & Machine Learning/AI Resume Screening, Job Matching & Care...
AI & Machine Learning🎓 Final YearAdvanced

AI Resume Screening, Job Matching & Career Recommendation System

An NLP-powered platform that automatically screens resumes, matches candidates to job descriptions, and recommends career paths based on skill gap analysis.

PythonspaCyReactFastAPIPostgreSQLscikit-learn
Tier
Premium
License
Academic
Includes
11 items
Modules
5
₹2,299
One-time purchase • Lifetime access

This kit includes:

  • Complete source code
  • Pre-trained NLP models
  • Sample dataset of resumes and job descriptions
  • API documentation
  • Architecture diagrams
  • SRS and abstract
  • +5 more items
Secure payment via Razorpay
Instant access after purchase
Educational license included

About This Project

This project creates a complete AI-powered recruitment intelligence platform that automates resume screening, performs semantic job-candidate matching, and provides data-driven career recommendations. The system uses NLP techniques to parse resumes, extract skills, experience, and education data, then matches these against job requirements using semantic similarity. An ML model predicts match scores and ranks candidates automatically. **Real-world application:** This is exactly the type of system used by companies like LinkedIn, Naukri, and recruitment platforms — making it an excellent portfolio project for roles in AI, data science, and software engineering.

Project Modules

01
Resume Parser
NLP-based extraction of skills, education, and experience
02
Job Matcher
Semantic similarity scoring between resumes and job descriptions
03
Career Advisor
Skill gap analysis and career path recommendations
04
Recruiter Portal
Job posting, candidate management, and shortlisting
05
Candidate Dashboard
Profile management, job applications, and match scores
₹2,299

Tags

nlpresume screeningjob matchingcareermachine learningfinal year