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 75 resume screening matching frameworks tracked. 1 score above 50 (established tier). The highest-rated is JAIJANYANI/Automated-Resume-Screening-System at 51/100 with 472 stars.

Get all 75 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	Stars	Language
1	JAIJANYANI/Automated-Resume-Screening-System Automated Resume Screening System using Machine Learning (With Dataset)	51	Established	472	CSS
2	tcet-opensource/resume-screener AI based resume analysis and recommendation tool	42	Emerging	49	Python
3	anukalp-mishra/Resume-Screening Machine Learning Project on Resume Screening using Python	37	Emerging	70	Jupyter Notebook
4	vineetpatel725/Resume-Ranker Resume Ranker is the process of ranking a candidate for a given role based...	36	Emerging	10	Jupyter Notebook
5	harsha-chirumamilla/resume-screening AI Resume Screening is a tool that uses artificial intelligence to automate...	36	Emerging	10	Jupyter Notebook
6	ZhiyuZhang803/Candidate_Profile_and_Job_Description_Bidirectional_Matching_System This repo contains all files needed for constructing NLP based bidirectional...	36	Emerging	9	Jupyter Notebook
7	parvez86/Smart-Recruitment-System A simple Django-based resume ranker website where recruiters post their jobs...	35	Emerging	16	HTML
8	AhmetHamzaEmra/MLRPRO Resume Check with Machine Learning	33	Emerging	4	JavaScript
9	AdilShamim8/Resume-Screening AI-powered resume screening tool that finds the right talent—fast and fair.	32	Emerging	3	Jupyter Notebook
10	tetratensor/ML-powered_resume_analyser Local, privacy-friendly resume analysis: convert, classify, and get advice...	32	Emerging	21	Python
11	ayelhadine/Resume-Parser-Shortlisting-Project This is an end to end machine learning project served on Flask for parsing...	30	Emerging	19	Python
12	ArthurDelamare/Job-Matcher A resume parser, position parser and job matcher using Python.	29	Experimental	18	Python
13	Tktirth/ai-resume-analyzer AI-powered ATS resume analyzer that evaluates resumes against a job...	28	Experimental	1	Python
14	tej080102/Resume-Screening About AI Resume Screening is a tool that uses artificial intelligence to...	27	Experimental	16	Jupyter Notebook
15	gibbenergy/Resume_Helper Resume Helper AI is a desktop app leveraging advanced AI to quickly generate...	27	Experimental	2	TypeScript
16	nehalmuthu/Automation-of-Ranking-Resumes Automating resume ranking	25	Experimental	6	Jupyter Notebook
17	saniyasayyed9623-netizen/resume-classifier-project 🚀 AI-powered Resume Classifier using NLP and SVM. Automates candidate...	25	Experimental	1	Jupyter Notebook
18	Abhi0323/ML-Driven-Talent-Screening-System The Advanced Resume Screening App is a powerful tool designed to optimize...	25	Experimental	7	Jupyter Notebook
19	stargate1973/Resume-Analyzer 📄 Upload and compare resumes against job descriptions using vectorization...	24	Experimental	1	HTML
20	wizzcoo395/ai-resume-analyzer AI-powered resume analyzer that extracts skills from PDF resumes and...	23	Experimental	1	Python
21	jensinthomas/Job-Applicants-Analyzer Can make the job easier for the recruiters	23	Experimental	3	CSS
22	Caua1705/ai-resume-analyzer AI-powered resume analyzer that extracts insights from CVs using LLMs and...	22	Experimental	—	Python
23	GoldLion123RP/smart-job-placement AI-powered resume analyzer that detects skill gaps, predicts placement...	22	Experimental	—	Python
24	kiruuuuuuu/ai-resume-builder This is a full-stack Django web application that leverages the power of...	22	Experimental	1	HTML
25	salehA13/ai-resume-analyzer AI-powered resume analysis tool — skills extraction, ATS scoring, and...	22	Experimental	1	TypeScript
26	Giacomod2001/datamining AI-powered job search toolkit: CV-JD match scoring, skill gap analysis,...	22	Experimental	—	Python
27	jibz33on/AI-Resume-Matcher An AI-powered Resume Matching System using TF-IDF and Cosine Similarity to...	21	Experimental	1	Jupyter Notebook
28	saifujasoor/Automatic-Resume-Ranking-with-dataset-and-model This project enables recruiters to wade through an ocean of resumes...	19	Experimental	14	Jupyter Notebook
29	dipanshudhage/AI-powered-Resume-Screening-and-Ranking-System AI-Powered Resume Screening and Ranking System \| IT Internship Project An...	19	Experimental	1	Jupyter Notebook
30	M-ABHIRAM36/resume_screener Full-stack Resume Screening System with React, Node.js, and FastAPI that...	17	Experimental	2	JavaScript
31	sahillad05/ai-resume-ranking-system AI-powered Resume Screening & Ranking System with Hybrid ATS Scoring using...	17	Experimental	1	JavaScript
32	amanullahshah32/intelligent-cv-ranker Intelligent Resume Ranker — An advanced NLP-driven CV matching system with...	15	Experimental	1	Python
33	parthsompura/Resume-Templates 🚀 ATS-optimized LaTeX resume templates for SWE, AI/ML & Fullstack roles —...	15	Experimental	1	TeX
34	mohamed-elkholy95/ai-resume-screener AI-powered resume screening system with skill matching, scoring, NER...	14	Experimental	—	Python
35	kirubel4/AI-Powered-Resume-Screening-System Build an AI system that automatically classifies resumes into skill...	14	Experimental	1	Jupyter Notebook
36	Andreibyte-rynx/AI-Resume-Analyzer 🌟 Analyze resumes, get predictions, and receive tailored recommendations to...	14	Experimental	—	JavaScript
37	VarshaNayak18/ai-resume-analyzer AI-powered Resume Analyzer that extracts skills from resumes and compares...	14	Experimental	—	Python
38	DixithaBV/resume-skill-gap-analyzer AI-powered resume skill gap analyzer — upload your resume, paste a job...	14	Experimental	—	HTML
39	yashasvi-shukla-me/TalentForge AI-powered resume intelligence platform performing NLP skill extraction and...	14	Experimental	1	JavaScript
40	ANIKA898/resume-role-predictor AI-powered app that predicts the most suitable job role from resume text...	14	Experimental	—	Jupyter Notebook
41	Monika172004/resume-analyzer AI-powered resume analyzer built with Python, Streamlit, and NLP. Matches...	14	Experimental	—	Python
42	SoumyasreeMitra/hopeconnect-ai AI-powered volunteer matching system for NGOs using TF-IDF and cosine...	14	Experimental	—	Python
43	RoshRaj01/Smart_Resume_Analyser AI-powered resume analyser that evaluates ATS compatibility, identifies...	14	Experimental	—	JavaScript
44	Soumilj22/ai-resume-analyzer AI-powered resume analyzer that matches resumes with job descriptions using...	14	Experimental	—	Python
45	thisisdvnsh-thkr/Aequitas_Resume-Parser AI resume screening system using NLP - Cosine Similarity match scoring and ...	14	Experimental	—	Python
46	abhi8084-t/AI-Resume-Scorer AI-powered Resume Screener that ranks candidates using TF-IDF, SBERT...	14	Experimental	—	Python
47	AlfredSamuel-7/fitscore-ai AI-powered resume–job matching system using transformer embeddings and skill...	14	Experimental	—	TypeScript
48	krishnagandhicode/JobJolt-AI JobJolt AI - Instantly classify resumes into job roles using Machine Learning.	14	Experimental	—	Python
49	shreydarshan/AI-Resume-Analyzer AI-powered Resume Analyzer using Flask and NLP techniques	14	Experimental	—	Python
50	aravikishan/ai-powered-resume-analyzer Intelligent resume analysis platform with skill extraction, ATS scoring, and...	14	Experimental	—	HTML
51	gulamovzavohir04-max/ai-job-matcher-api AI API that compares a resume with a job description and calculates a job...	14	Experimental	—	Python
52	Satyamrtiwari/Resume-JD-matcher_backend2 AI-powered Resume to Job Description Matcher using NLP & HuggingFace Transformers	14	Experimental	—	Python
53	harsh-0905/ai-skill-gap-analyser AI-powered system that analyzes a student’s resume against a job...	14	Experimental	—	Python
54	sakthiiiiivel/ats-optimizer AI-powered ATS optimization engine for resume and job description matching	14	Experimental	—	Python
55	bernicemerry/Skill-Matchmaker-Suite Top AI Resume Screening Tools 2026 🚀 \| Free CV Parser & Skill Gap Analyzer...	14	Experimental	—	—
56	Sanjay-Kandimalla/ai-resume-screening-system AI resume screener using BERT + TF-IDF — live Streamlit app	14	Experimental	—	Jupyter Notebook
57	kaushalGamidi/skill-gap-navigator Skill Gap Navigator – AI-powered CV analysis system that compares user...	14	Experimental	—	Python
58	gulamovzavohir04-max/ai-resume-analyzer-api AI API that analyzes resumes and provides feedback on skills and job matching.	14	Experimental	—	Python
59	alisulmanpro/ResumEnhanc ResEnhan is a modern, production-grade resume builder and enhancement...	13	Experimental	—	TypeScript
60	gowtham-rn/Resume-Parser-Job-Matching Resume parsing and job role matching using ML and NLP	13	Experimental	—	Jupyter Notebook
61	Madhurima776/Resume-Matcher_and_Skill-Recommender AI-powered Resume Matcher and Skill Recommendation System using NLP,...	13	Experimental	—	JavaScript
62	amit77t/ai-resume-analyzer AI-powered resume analysis tool that evaluates resumes and provides insights...	13	Experimental	2	JavaScript
63	Prachi-Patel-Insights/Resume-Bias-Analysis A machine learning analysis of racial bias in employer callbacks using Random Forest.	13	Experimental	—	HTML
64	Romel4B/AI-Resume-Analyzer 🌟 Analyze resumes, get predictions, and receive tailored recommendations to...	13	Experimental	—	JavaScript
65	PhamVuThuNguyet/ai-resume-screening This is a automatic resume screening system using deep learning models and...	13	Experimental	13	Jupyter Notebook
66	01Priyanshu/AI-Resume-Screening-and-Ranking-System AI Resume Screening 🚀 AI-powered tool that analyzes resumes, ranks...	12	Experimental	—	TypeScript
67	pranav14-1/deBiasML Predict resume shortlisting chances using ML — with personalized feedback...	12	Experimental	3	Jupyter Notebook
68	rubensgomes/rescreener AI-Powered Resume Screener (UNDER DEVELOPMENT)	11	Experimental	—	Python
69	Rakshithsreddy123/Resume-Analyzer AI-powered Resume Analyzer & Career Recommendation System built using Flask...	11	Experimental	—	HTML
70	adarshpheonix2810/Resume-Screening This project is designed to classify resumes into different job categories...	11	Experimental	3	Jupyter Notebook
71	adinpandroli29-svg/AI-Resume-Ranker AI-powered resume ranking system using NLP (TF-IDF and cosine similarity)	11	Experimental	—	Python
72	GaganaUshan/Smart-CV-Analyzer Created with React and Python. Ability to check for skills and the quality...	10	Experimental	1	JavaScript
73	harsharajb/Resume_Parser "AI Resume Parser using NLTK: A Jupyter notebook project that utilizes...	10	Experimental	2	Jupyter Notebook
74	sajanstha201/RESUME-SCREENING Built an AI-powered resume matching platform with React and Django,...	10	Experimental	2	—
75	adityadomle/ai-resume-analyzer ⚡ Boost your resume with AI! 📄 This smart analyzer reviews your resume and...	10	Experimental	1	JavaScript

Comparisons in this category

Automated-Resume-Screening-System and Resume-Screening (51 vs 37) resume-screening and ML-Driven-Talent-Screening-System (36 vs 25) resume-screening and Resume-Screening (36 vs 32) Resume-Screening and ML-Driven-Talent-Screening-System (32 vs 25)