Resume Screening Matching ML Frameworks
Tools for analyzing, screening, and matching resumes against job descriptions using NLP, ML embeddings, and scoring algorithms. Does NOT include resume builders, general career coaching platforms, or recruitment workflow management systems.
There are 90 resume screening matching frameworks tracked. The highest-rated is JAIJANYANI/Automated-Resume-Screening-System at 44/100 with 472 stars.
Get all 90 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=resume-screening-matching&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
JAIJANYANI/Automated-Resume-Screening-System
Automated Resume Screening System using Machine Learning (With Dataset) |
|
Emerging |
| 2 |
SeekAI-786/Resume-Analyzer
Resume Analyzer is a prototype web application that allows users to upload... |
|
Emerging |
| 3 |
tcet-opensource/resume-screener
AI based resume analysis and recommendation tool |
|
Emerging |
| 4 |
anukalp-mishra/Resume-Screening
Machine Learning Project on Resume Screening using Python |
|
Emerging |
| 5 |
harsha-chirumamilla/resume-screening
AI Resume Screening is a tool that uses artificial intelligence to automate... |
|
Experimental |
| 6 |
vineetpatel725/Resume-Ranker
Resume Ranker is the process of ranking a candidate for a given role based... |
|
Experimental |
| 7 |
ZhiyuZhang803/Candidate_Profile_and_Job_Description_Bidirectional_Matching_System
This repo contains all files needed for constructing NLP based bidirectional... |
|
Experimental |
| 8 |
parvez86/Smart-Recruitment-System
A simple Django-based resume ranker website where recruiters post their jobs... |
|
Experimental |
| 9 |
Tktirth/ai-resume-analyzer
AI-powered ATS resume analyzer that evaluates resumes against a job... |
|
Experimental |
| 10 |
tetratensor/ML-powered_resume_analyser
Local, privacy-friendly resume analysis: convert, classify, and get advice... |
|
Experimental |
| 11 |
AhmetHamzaEmra/MLRPRO
Resume Check with Machine Learning |
|
Experimental |
| 12 |
AdilShamim8/Resume-Screening
AI-powered resume screening tool that finds the right talent—fast and fair. |
|
Experimental |
| 13 |
Solidx74/Ai-Resume-Analyzer
AI Resume Analyzer is an intelligent web application that analyzes resumes... |
|
Experimental |
| 14 |
stargate1973/Resume-Analyzer
📄 Upload and compare resumes against job descriptions using vectorization... |
|
Experimental |
| 15 |
saniyasayyed9623-netizen/resume-classifier-project
🚀 AI-powered Resume Classifier using NLP and SVM. Automates candidate... |
|
Experimental |
| 16 |
ayelhadine/Resume-Parser-Shortlisting-Project
This is an end to end machine learning project served on Flask for parsing... |
|
Experimental |
| 17 |
wizzcoo395/ai-resume-analyzer
AI-powered resume analyzer that extracts skills from PDF resumes and... |
|
Experimental |
| 18 |
GoldLion123RP/smart-job-placement
AI-powered resume analyzer that detects skill gaps, predicts placement... |
|
Experimental |
| 19 |
Giacomod2001/datamining
AI-powered job search toolkit: CV-JD match scoring, skill gap analysis,... |
|
Experimental |
| 20 |
idhs-song/resume-matcher-agent-cn
🤖 Enhance your job applications with this AI-driven resume matcher that... |
|
Experimental |
| 21 |
AriPhantump/gemini-resume-screener
🎯 Streamline your hiring process with a smart resume screener that... |
|
Experimental |
| 22 |
Caua1705/ai-resume-analyzer
AI-powered resume analyzer that extracts insights from CVs using LLMs and... |
|
Experimental |
| 23 |
ArthurDelamare/Job-Matcher
A resume parser, position parser and job matcher using Python. |
|
Experimental |
| 24 |
Shivaniac007/resume-classifier-nlp
NLP pipeline to classify resumes using TF-IDF, Word2Vec and KNN - 85%... |
|
Experimental |
| 25 |
gibbenergy/Resume_Helper
Resume Helper AI is a desktop app leveraging advanced AI to quickly generate... |
|
Experimental |
| 26 |
tej080102/Resume-Screening
About AI Resume Screening is a tool that uses artificial intelligence to... |
|
Experimental |
| 27 |
salehA13/ai-resume-analyzer
AI-powered resume analysis tool — skills extraction, ATS scoring, and... |
|
Experimental |
| 28 |
Abhi0323/ML-Driven-Talent-Screening-System
The Advanced Resume Screening App is a powerful tool designed to optimize... |
|
Experimental |
| 29 |
nehalmuthu/Automation-of-Ranking-Resumes
Automating resume ranking |
|
Experimental |
| 30 |
aniruddhaadak80/smart-resume-analyzer
An AI powered resume analyzer and interview coach . It helps you quickly... |
|
Experimental |
| 31 |
M-ABHIRAM36/resume_screener
Full-stack Resume Screening System with React, Node.js, and FastAPI that... |
|
Experimental |
| 32 |
jensinthomas/Job-Applicants-Analyzer
Can make the job easier for the recruiters |
|
Experimental |
| 33 |
SooYungTing/ai-resume-reviewer
A production-grade AI web app that analyzes resumes against job... |
|
Experimental |
| 34 |
kiruuuuuuu/ai-resume-builder
This is a full-stack Django web application that leverages the power of... |
|
Experimental |
| 35 |
amanullahshah32/intelligent-cv-ranker
Intelligent Resume Ranker — An advanced NLP-driven CV matching system with... |
|
Experimental |
| 36 |
parthsompura/Resume-Templates
🚀 ATS-optimized LaTeX resume templates for SWE, AI/ML & Fullstack roles —... |
|
Experimental |
| 37 |
sahillad05/ai-resume-ranking-system
AI-powered Resume Screening & Ranking System with Hybrid ATS Scoring using... |
|
Experimental |
| 38 |
syedhisham41/resume-analyzer
AI-powered Resume Analyzer using Spring Boot, FastAPI, and NLP — parses,... |
|
Experimental |
| 39 |
kirubel4/AI-Powered-Resume-Screening-System
Build an AI system that automatically classifies resumes into skill... |
|
Experimental |
| 40 |
jibz33on/AI-Resume-Matcher
An AI-powered Resume Matching System using TF-IDF and Cosine Similarity to... |
|
Experimental |
| 41 |
kaushalGamidi/skill-gap-navigator
Skill Gap Navigator – AI-powered CV analysis system that compares user... |
|
Experimental |
| 42 |
SoumyasreeMitra/hopeconnect-ai
AI-powered volunteer matching system for NGOs using TF-IDF and cosine... |
|
Experimental |
| 43 |
krishnagandhicode/JobJolt-AI
JobJolt AI - Instantly classify resumes into job roles using Machine Learning. |
|
Experimental |
| 44 |
Sanjay-Kandimalla/ai-resume-screening-system
AI resume screener using BERT + TF-IDF — live Streamlit app |
|
Experimental |
| 45 |
bernicemerry/Skill-Matchmaker-Suite
Top AI Resume Screening Tools 2026 🚀 | Free CV Parser & Skill Gap Analyzer... |
|
Experimental |
| 46 |
DixithaBV/resume-skill-gap-analyzer
AI-powered resume skill gap analyzer — upload your resume, paste a job... |
|
Experimental |
| 47 |
seratul03/AI-Resume-Ranking-System
Hybrid NLP-based resume ranking system using TF-IDF and semantic embeddings |
|
Experimental |
| 48 |
ANIKA898/resume-role-predictor
AI-powered app that predicts the most suitable job role from resume text... |
|
Experimental |
| 49 |
gulamovzavohir04-max/ai-resume-analyzer-api
AI API that analyzes resumes and provides feedback on skills and job matching. |
|
Experimental |
| 50 |
AlfredSamuel-7/fitscore-ai
AI-powered resume–job matching system using transformer embeddings and skill... |
|
Experimental |
| 51 |
shreydarshan/AI-Resume-Analyzer
AI-powered Resume Analyzer using Flask and NLP techniques |
|
Experimental |
| 52 |
adinpandroli29-svg/AI-Resume-Ranker
AI-powered resume ranking system using NLP (TF-IDF and cosine similarity) |
|
Experimental |
| 53 |
Riteshkadiann/SkillVector
AI-powered career intelligence system that performs resume–job skill gap... |
|
Experimental |
| 54 |
Jhil-Patel/cloud-resume-screener
NLP-powered resume screening · FastAPI · spaCy · PostgreSQL · Live on Render |
|
Experimental |
| 55 |
Monika172004/resume-analyzer
AI-powered resume analyzer built with Python, Streamlit, and NLP. Matches... |
|
Experimental |
| 56 |
mohamed-elkholy95/ai-resume-screener
AI-powered resume screening system with skill matching, scoring, NER... |
|
Experimental |
| 57 |
fattahh/ResumeScreening
Build an automated system that parses, screens, and manages resumes using... |
|
Experimental |
| 58 |
gulamovzavohir04-max/ai-job-matcher-api
AI API that compares a resume with a job description and calculates a job... |
|
Experimental |
| 59 |
RoshRaj01/Smart_Resume_Analyser
AI-powered resume analyser that evaluates ATS compatibility, identifies... |
|
Experimental |
| 60 |
Soumilj22/ai-resume-analyzer
AI-powered resume analyzer that matches resumes with job descriptions using... |
|
Experimental |
| 61 |
thisisdvnsh-thkr/Aequitas_Resume-Parser
AI resume screening system using NLP - Cosine Similarity match scoring and ... |
|
Experimental |
| 62 |
abhi8084-t/AI-Resume-Scorer
AI-powered Resume Screener that ranks candidates using TF-IDF, SBERT... |
|
Experimental |
| 63 |
sakthiiiiivel/ats-optimizer
AI-powered ATS optimization engine for resume and job description matching |
|
Experimental |
| 64 |
aravikishan/ai-powered-resume-analyzer
Intelligent resume analysis platform with skill extraction, ATS scoring, and... |
|
Experimental |
| 65 |
Andreibyte-rynx/AI-Resume-Analyzer
🌟 Analyze resumes, get predictions, and receive tailored recommendations to... |
|
Experimental |
| 66 |
harsh-0905/ai-skill-gap-analyser
AI-powered system that analyzes a student’s resume against a job... |
|
Experimental |
| 67 |
roshan-kamath/AI-Resume-Analyzer
AI-powered resume analyzer that scores your resume against job descriptions,... |
|
Experimental |
| 68 |
13ofbeaches/ai-resume-screening-system
Build and deploy a full-stack AI system to classify resumes, track... |
|
Experimental |
| 69 |
VarshaNayak18/ai-resume-analyzer
AI-powered Resume Analyzer that extracts skills from resumes and compares... |
|
Experimental |
| 70 |
Satyamrtiwari/Resume-JD-matcher_backend2
AI-powered Resume to Job Description Matcher using NLP & HuggingFace Transformers |
|
Experimental |
| 71 |
Rakshithsreddy123/Resume-Analyzer
AI-powered Resume Analyzer & Career Recommendation System built using Flask... |
|
Experimental |
| 72 |
alisulmanpro/ResumEnhanc
ResEnhan is a modern, production-grade resume builder and enhancement... |
|
Experimental |
| 73 |
Madhurima776/Resume-Matcher_and_Skill-Recommender
AI-powered Resume Matcher and Skill Recommendation System using NLP,... |
|
Experimental |
| 74 |
Romel4B/AI-Resume-Analyzer
🌟 Analyze resumes, get predictions, and receive tailored recommendations to... |
|
Experimental |
| 75 |
coslynx/resume-ai-review-platform
Upload resume AI feedback pay platform for job seekers... Created at... |
|
Experimental |
| 76 |
saifujasoor/Automatic-Resume-Ranking-with-dataset-and-model
This project enables recruiters to wade through an ocean of resumes... |
|
Experimental |
| 77 |
Samyakjain808/autonomous-skill-gap-agent
An agentic AI system that identifies skill gaps between resumes and job... |
|
Experimental |
| 78 |
vickyy234/Resume-Analyzer
AI-powered resume analyzer using React, Node.js, and Google Gemini API.... |
|
Experimental |
| 79 |
dipanshudhage/AI-powered-Resume-Screening-and-Ranking-System
AI-Powered Resume Screening and Ranking System | IT Internship Project An... |
|
Experimental |
| 80 |
Mohanariprasath/Resume_Screening
Recruitment Assistant is a state-of-the-art screening engine designed to... |
|
Experimental |
| 81 |
gogogonow178/paperResume
A minimalist, privacy-first resume builder. Local-first storage, real-time... |
|
Experimental |
| 82 |
yashasvi-shukla-me/TalentForge
AI-powered resume intelligence platform performing NLP skill extraction and... |
|
Experimental |
| 83 |
rubensgomes/rescreener
AI-Powered Resume Screener (UNDER DEVELOPMENT) |
|
Experimental |
| 84 |
rapetoh/aiAssistant
Right here at your fingertips! Check the live version of your SmartMate for... |
|
Experimental |
| 85 |
Prachi-Patel-Insights/Resume-Bias-Analysis
A machine learning analysis of racial bias in employer callbacks using Random Forest. |
|
Experimental |
| 86 |
gowtham-rn/Resume-Parser-Job-Matching
Resume parsing and job role matching using ML and NLP |
|
Experimental |
| 87 |
uppi07/ResumeSkills_classifier-
ML-powered resume skills extraction and classification |
|
Experimental |
| 88 |
enesdolgun10/Cv-Analyzer
Analyze your resume with AI insights, check ATS compatibility, and get... |
|
Experimental |
| 89 |
GuyGael-Karekezi/cv-ai-evaluator
Explainable AI system for CV evaluation, field detection, and personalized feedback |
|
Experimental |
| 90 |
01Priyanshu/AI-Resume-Screening-and-Ranking-System
AI Resume Screening 🚀 AI-powered tool that analyzes resumes, ranks... |
|
Experimental |