Resume Matching Screening NLP Tools

Tools for parsing resumes, matching them against job descriptions, and ranking/screening candidates using NLP similarity metrics. Does NOT include general job recommendation systems, recruitment platforms, or broader talent management solutions.

There are 143 resume matching screening tools tracked. 3 score above 50 (established tier). The highest-rated is techwolf-ai/workrb at 56/100 with 35 stars and 302 monthly downloads.

Get all 143 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=resume-matching-screening&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 techwolf-ai/workrb

WorkRB: Work Research Benchmark

56
Established
2 yogeshhk/MiningResume

Text Mining certain fields from a resume

52
Established
3 AnasAito/SkillNER

A (smart) rule based NLP module to extract job skills from text

51
Established
4 miteshgupta07/ATS-Scoring-System

An ATS (Applicant Tracking System) scoring system that evaluates and ranks...

43
Emerging
5 raestrada/ResumeCraftr

ResumeCraftr is an AI-powered tool that extracts, optimizes, and formats...

40
Emerging
6 microsoft/SkillsExtractorCognitiveSearch

Azure Search Cognitive Skill to extract technical and business skills from text

39
Emerging
7 johnny603/JobFit

An intelligent tool that uses NLP to match resumes with job descriptions,...

37
Emerging
8 mynameisvinn/EmailParser

remove signature blocks from emails

37
Emerging
9 DataTurks-Engg/Entity-Recognition-In-Resumes-SpaCy

Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance...

36
Emerging
10 Msq-9/Extraction-of-Skills

Extracting Skills from resume using Machine Learning

34
Emerging
11 stellarloop/talina.ai

Talina, an AI hiring platform using neural networks, NLP, and computer...

34
Emerging
12 gr8monk3ys/resume-AI

Using AI to fix your resume

34
Emerging
13 manishshettym/ResumeRise

resumerise: classify and summarizes resumes

34
Emerging
14 zichengalexzhao/job-app-tracker

Automate job application tracking with Gmail API, OpenAI, and GitHub...

33
Emerging
15 hxu296/nlp-resume-parser

NLP-powered, GPT-3 enabled Resume Parser from PDF to JSON.

33
Emerging
16 Yashdew/Assessor

An open-source Resume Analyzer and Ranking tool for recruiters and candidates.

32
Emerging
17 Samitha-Edirisinghe/AI-Powered-Resume-Matching-System-CV-Embed

CV Embed is an AI resume analyzer that matches candidates with job...

29
Experimental
18 ShahmeerShahid/ResumeWords

Resume-Words helps tailor your resume to individual job postings using AI and NLP

29
Experimental
19 sai-AIstacker/NLP-Based-Resume-scanning-tool-

NLP BASED RESUME SCNNING TOOL

27
Experimental
20 ARUNAGIRINATHAN-K/Resume_Analyzer

Resume Analyzer

26
Experimental
21 DavidOsipov/Keywords4CV

A Python tool to extract key skills and terms from job descriptions,...

26
Experimental
22 allanninal/ai-resume-analyzer

The AI Resume Analyzer is a powerful tool that leverages Hugging Face’s...

26
Experimental
23 Deep4GB/Resume-NLP-Parser

This tool aims to simplify the process of reviewing job applicants' resumes,...

26
Experimental
24 Ananta580/CV-SCREENING

This was our final year project , which was created to ease the process of...

25
Experimental
25 Radom12/AI_Resume_Analyzer

The AI Resume Analyzer is a Streamlit-based application that provides...

25
Experimental
26 IEEE-VIT/Resume-Parser

This project classifies resumes into predefined categories using natural...

25
Experimental
27 spacexnu/job_finder

Automate Job Search & Analysis Using AI

25
Experimental
28 Prateek-27/TalentMatch

A streamlined platform for efficient resume-job matching using advanced NLP...

25
Experimental
29 nakul-verma2/resumesnap

ResumeSnap is an intelligent web application designed to streamline the...

25
Experimental
30 howardvickers/resume-match

Web app to match resume to job type, using nlp svm classifier model. Data...

25
Experimental
31 Akshint0407/AI-Resume-Ranking-System

Automate resume screening with this AI-powered system, leveraging NLP to...

25
Experimental
32 allseeteam/cover-letter-enchancer-backend

Automatic filling of cover letter based on YandexGPT (backend)

24
Experimental
33 SOUMEE2000/Applicant_Tracking_System

This streamlitapp is built for employers looking to match best candidate...

24
Experimental
34 SagarBiswas-MultiHAT/Ai-Resume-Analyzer

A local-first Flask web app that analyzes PDF/DOCX resumes using a...

24
Experimental
35 AdvantageCommunity/Application-Tracker-System

The Application Tracker System uses natural language processing techniques...

23
Experimental
36 YoucefBYu/Job-Hunter-Project

In order to help students and job seekers in their journey of job hunting,...

23
Experimental
37 subesh-cse/ai-resume-matcher

AI system that matches resumes with job descriptions using NLP, TF-IDF...

23
Experimental
38 im-ikao/SkillExtractionNER

NLP-based service for extracting professional skills from unstructured text...

23
Experimental
39 AnthonyKorie/resume-job-recommendation

Resume and Job Recommendation System

23
Experimental
40 kidal2308/visa-eligibility-analyzer

🛂 Analyze your US visa eligibility with ease using AI. Get personalized...

22
Experimental
41 AlinaBaber/Job-Portal-Django-WebApp-Resume-Analysis-Scoring-NLP-ML

This project is a Django-based web application that focuses on resume...

22
Experimental
42 Abhimanyu9539/NLP_Resume_Parser

Build a Resume Parser in Python using Spacy

22
Experimental
43 ebenezer-isaac/skill-taxonomy

14,774 skills + Aho-Corasick automaton for O(n) multi-pattern matching. The...

22
Experimental
44 saraprettyman/ResumeParser

ATS-friendly resume parser and skills checker — see what recruiters and...

22
Experimental
45 yongkangc/Resume-Parser-Name-Entity-Recognition

Takes in the resume in pdf or docx/doc form and extracts key information from it.

22
Experimental
46 habibaadam/ResumeRocket

AI powered cv generation tool/website

21
Experimental
47 SayamAlt/Resume-Classification-using-fine-tuned-BERT

Successfully developed a resume classification model which can accurately...

21
Experimental
48 Rithik-Alias/Resume-Parser

This parser can extract Name, Email Address, Skills etc. entities from...

21
Experimental
49 tejaspradhan/AI-based-Hiring-Platform

A Two-ended Hiring web application built using flask. The application uses...

21
Experimental
50 akshatprogrammer/ML-Recruitment-System

Machine Learning Enabled Interview Taking Application

20
Experimental
51 Trailblazer29/Resume-Scanner

A resume scanner for Applicant Tracking Systems (ATS) to assess the...

20
Experimental
52 Mood07/AI-Resume-Matcher

An AI-powered resume matching and job recommendation system using...

20
Experimental
53 debojyoti10CC/recruitx

Research-backed AI-driven integrity system ensuring fairness,...

20
Experimental
54 sumitprdrsh/Resume_Compatibility

A simple python program to check the compatibility between a Job...

20
Experimental
55 YomnaWaleed/job-recommendation-system-ai

AI-Powered Job Recommendation System An intelligent job recommendation...

19
Experimental
56 RamanKishore08/Resume-Evaluator

This project helps users build professional resumes with five customizable...

19
Experimental
57 pararthdave/ResumeParser

Application to extract details from resume

19
Experimental
58 sinungadi/Jobox-Project

Jobox is a website that makes it easy for job seekers to find the best jobs...

19
Experimental
59 Aasthik17/ai-resume-analyzer

An intelligent AI-powered web application that analyzes resumes and matches...

19
Experimental
60 la-b-ib/VitaSort

VitaSort is an AI-powered resume screening and ranking tool that...

18
Experimental
61 julianrosenberger/careerbert

Code repository for paper "CareerBERT: Matching resumes to ESCO jobs in a...

18
Experimental
62 DhavalThkkar/Resume_Parser

This repository uses Text mining and natural language processing algorithms...

18
Experimental
63 tsharish/resumatch

Web app to extract keyphrases from a job description using NLP and score a...

18
Experimental
64 vchaitanyachowdari/Resume-Builder

Resume Builder is an innovative AI platform designed for busy professionals...

18
Experimental
65 Rishit605/Resume-Analysis-NLP

Resume Analysis using NLP

18
Experimental
66 ADHIKSHA/Resume-Parser

Django based Resume Parser

18
Experimental
67 Brandon-Martinez27/data-job-resume-booster

I am developing an algorithm to classify jobs in the data field as: Data...

18
Experimental
68 cybergeekgyan/ResumeScreening

Resume Screening using Machine Learning and Python

17
Experimental
69 narendrago/Resume-Parser-Summariser-NLP

Resume Parser and Summariser using spaCy (NLP)

17
Experimental
70 moheladwy/ExpertBridge

A professional networking platform that connects users with experts and...

17
Experimental
71 xilin-tian/Resume_Classification

This is a project that put in a sample resume then extract the skills, and...

17
Experimental
72 farvath/Resume-Parser-and-Analysis

This application is built for employers looking for candidates against a...

17
Experimental
73 mmahesh09/Careercraft

A smart keyword extractor that identifies relevant skills from text,...

16
Experimental
74 alam025/resume-screening-ai

🎯 AI-powered resume screening system with 95% accuracy. Screen 1000+ resumes...

16
Experimental
75 prashantsingh5/TalentRank-Studio-AI-Resume-Screening

AI resume screening and candidate ranking system using Python, FastAPI, and...

16
Experimental
76 gmuskan95/visa-eligibility-analyzer

AI-powered US visa eligibility analyzer with resume parsing. Analyzes H-1B,...

16
Experimental
77 sualehalam/Resume-Matcher-ATS-Scanner

ATS Resume Scanning Analysis Platform

16
Experimental
78 lloydvanwees/ML-powered_resume_analyser

📄 Analyze and classify resumes locally with machine learning, generating...

16
Experimental
79 ahsanabbasi36/Instant-Hire

A web based Job Portal for Candidates and employers with resume ranking capabilities

15
Experimental
80 MaryvilleUniversity-AI/job-matcher

Resume Matcher: A Streamlit app that compares resumes with job descriptions,...

15
Experimental
81 raushan728/ai-resume-screener

AI Resume Screener - Automate resume screening with AI-powered analysis....

15
Experimental
82 indiser/Beat-The-ATS

🤖 Analyze your resume against job descriptions using NLP & machine learning....

15
Experimental
83 BrianTruong23/job_recommendation

Internship Recommendation System Based On The Upload of User Resume

15
Experimental
84 dhruvil111/NLP-Based-ResumeParser

Legends says, It Doesn't Works after latest commit!!

15
Experimental
85 RogueStar03/shortlisted

Resume keyword analyzer + job tracker. TF-IDF engine, Next.js 16, Supabase,...

15
Experimental
86 musadiq7860/resume-screener

AI Resume Screener — DistilBERT fine-tuned on 43 job categories, 88%...

15
Experimental
87 perlathebian/job-application-assistant

AI-powered job application assistant that analyzes job descriptions, parses...

15
Experimental
88 anish2105/TalentBoost

TalentBoost is a website which takes care of end to end candidate selection...

15
Experimental
89 wafaa-al/Resume-Parser-NLP

The purpose of this project is to use the power of Natural Language...

15
Experimental
90 JairParra/CV_parser

An NLP parser for word and pdf resumes with Spacy and NLTK

14
Experimental
91 amitvikramraj/CV-JD-Matching

Extracting details from Resume(CVs) and matching with Job Description(JDs)...

14
Experimental
92 shiv-607/AI_resume

AI-powered Resume Analysis System built using Python and Flask that analyzes...

14
Experimental
93 saiprasad-19/Resume-classifier

End-to-end NLP project that classifies resumes into job roles using TF-IDF...

14
Experimental
94 jahnavi1234-me/resume-job-description-fit

Resume–Job Description Fit Analyzer using NLP, TF-IDF + Logistic Regression...

14
Experimental
95 Yaass1ne/RH-recrutement-app

AI-powered recruitment system: semantic CV screening with SBERT + GPT-3.5...

14
Experimental
96 aarcee17/AIrecruiter

Solving recruitment for HRs, in the AI ML Domain. This AI agent utilises...

14
Experimental
97 Ammarahmed12/ai-resume-analyzer

🤖 Analyze resumes with AI to enhance hiring decisions by extracting key...

14
Experimental
98 rrushikeshp89/Tessaract

An Explainable Information Retrieval (IR) engine for resume-to-job matching,...

14
Experimental
99 hamzeesaid/ai-resume-analyzer

AI-powered resume analyzer — match scoring, skills gap analysis, ATS...

14
Experimental
100 Schonborn-prog/AI-Hiring-Portal

🤖 Automate resume screening with AI, streamline job applications, and...

14
Experimental
101 skyline-GTRr32/Upwork-job-analyzer

An AI-powered assistant that helps Upwork freelancers in the AI automation...

14
Experimental
102 Aniket-Asawale/AI-RESUME

AI-powered Resume Analyzer and Builder with scoring, suggestions, and ATS...

14
Experimental
103 Riminder/hub

A library for machine learning models applied to Profile and Job data....

13
Experimental
104 Anwarsha7/resumeparser

An intelligent resume parsing engine built with Python and NLP, aimed at...

13
Experimental
105 pyaephyo11979/career_profile_builder

Resume Parser App

13
Experimental
106 alihassanml/Automated-AI-Resume-Screening

Automated AI Resume Screening is a web application that allows users to...

13
Experimental
107 Shuaijun-LIU/Employment_Analysis_and_Recommendation_System

Key Words: NLP, Web Mining, Recommendation System, Employment Analysis

12
Experimental
108 drtfloyd/psa-role-analyzer

Lightweight PSA-based NLP tool for analyzing job descriptions and detecting...

12
Experimental
109 mmahesh09/Career-Craft

CareerCraft is a MERN stack-based resume and job description analyzer...

12
Experimental
110 Sidra-009/intelligent-resume-screening-system

AI & NLP based resume screening system

12
Experimental
111 sanyasuman9/Career-Pilot-AI

AI-powered career guidance platform that provides personalized roadmaps with...

12
Experimental
112 ajay-paul/Cover-Letter-Builder

Cover Letter Builder is a Python-based tool designed to help users generate...

12
Experimental
113 Mehreen1103/ResumeScreeningApp

ML-powered resume screening app that classifies resumes into job categories...

11
Experimental
114 MuhammadAliAsgher/Job-Recommender-NLP

AI job matching system using Python, Streamlit, Sentence-BERT, spaCy....

11
Experimental
115 SahilBhatti09/Resume-ATS-Analyzer

Resume ATS Analyzer – AI-powered tool to evaluate and optimize resumes...

11
Experimental
116 ravikiranediga/AI_BASED_RESUME_ANALYZER

The **AI Resume Analyzer** is an intelligent system that automates resume...

11
Experimental
117 vaishnavi-g-26/AI-Powered-Resume-Screening-and-job-matching

AI-powered resume screening and candidate ranking system using Flask, NLP,...

11
Experimental
118 ThisAkshat/ResumeMatch-NLP-Based-Resume-Ranker

A lightweight ML-based web app that ranks multiple resumes against a job...

11
Experimental
119 allancrabelo/MasterCV

SaaS platform built with React, leveraging intelligent API consumption and a...

11
Experimental
120 Moulik04/AI-Fairness-Resume-Screening

⚖️ Investigating algorithmic bias in AI-driven resume screening. Empirical...

11
Experimental
121 Sandhyareddy3/Resume-screening

Machine Learning Project on Resume Screening using Python

11
Experimental
122 ankitsharma-tech/Resume-Analyzer

Resume Analyzer is a prototype application that allows users to upload...

11
Experimental
123 pkouridakis/career-coach-recommender

Certificate recommendation engine combining content-based filtering,...

11
Experimental
124 agarwaltech/resume-screening-system

Machine Learning Project on Resume Screening using Python.

11
Experimental
125 furtheen/AI-resume-screening

AI-based Resume Screening System using Python and NLP concepts

11
Experimental
126 sriramyadav451/Resume_screening_using_NLP

Resume Screening usinf NLP and ML Technique

11
Experimental
127 Sarthak-rasal/resume-screening-system

Machine Learning & NLP-based web application for resume categorization, job...

11
Experimental
128 grairudolf/eazycv

EazyCV is an AI-powered resume generator that helps users quickly create...

11
Experimental
129 Ayan-Frontend/resume-skill-matcher

Compare resume and JD skills, detect missing keywords, and improve your...

11
Experimental
130 TeamStationAIAxiomVertex/hire

Official Site for finding the top LATAM Engineers using Nebula AI integrated...

11
Experimental
131 Ankita7977/ai-career-guidance-system

AI-powered career recommendation and resume analysis system using NLP...

11
Experimental
132 firdous224/ai-resume-screening

AI-powered Resume Screening and Talent Analytics Dashboard with OCR and...

11
Experimental
133 avrtt/nlp-resume-parser

NLP-based resume parsing tool for extracting relevant info and rank...

11
Experimental
134 muhammadnavas/AI-Resume-Analyzer

An AI Resume Analyzer is an application that uses artificial intelligence...

11
Experimental
135 SAP/hr-request-data-set

Synthetic HR text requests from employees to employers, created using Open...

11
Experimental
136 wangyuhsin/alumni-profile-matching

Alumni Profile Matching is a project aimed at facilitating networking...

10
Experimental
137 rishabhindoria/Hackathon-Sentimeter

Streamline and automate the process of consolidating multiple evaluations by...

10
Experimental
138 adilrasheed139/AI-Powered-Resume-Screening-using-BERT

Successfully developed a resume classification model which can accurately...

10
Experimental
139 abhie7/roast-my-resume

Roast My Resume is a fun and engaging web application that provides brutally...

10
Experimental
140 utkarshranaa/SkillScan.AI

SKILLSCAN AI is an AI-powered resume classification tool that leverages NLP,...

10
Experimental
141 peteralcock/ContactRocket

Next-Generation Lead Generation

10
Experimental
142 LeFLEUR-ui/ResumeNLPMatcher

Lightweight JavaFX NLP tool for resume parsing and job matching using...

10
Experimental
143 TR-3N/-AI-Powered-Resume-Analyzer-Multi-Source-Job-Matcher

AI-Powered Resume Analyzer & Multi-Source Job Matcher, is a web application...

10
Experimental

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