Automated Resume Screening System using Machine Learning (With Dataset)

An LLM Chatbot that dynamically retrieves and processes resumes using RAG to perform resume screening.

Machine Learning Project on Resume Screening using Python

Resume Screening App With Python and Machine Learning

This project leverages AI to screen resumes for cultural fit, enhancing recruitment by matching candidates’ values, work styles, and soft skills with company culture for better hiring decisions.

AI-powered resume screening and hiring automation system that extracts resumes from AWS S3, classifies candidates based on HR-defined criteria using LLMs, stores results in SQLite, and automatically sends email and WhatsApp notifications. Designed to simulate a real-world recruitment workflow with secure cloud and database integration.

A multi-agent recruitment assistant that leverages Microsoft AutoGen framework to streamline hiring processes. The system employs specialized AI agents working in concert to automate resume screening, candidate evaluation, and interview preparation.

JobDescription-Keywords-Extractor aims to extract important keywords (topics) from any given job description posted online for better search engine optimization (SEO) using Topic Modeling techniques. It can also be used to build a Resume Screening Tool where any given resume would be matched against the topics extracted from JD_Keywords_Extractor.

This repository contains a Python code for screening a candidate's resume and analyzing his/her background.

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Placify is an AI-powered recruitment and skill-assessment platform that streamlines 60–70% of campus placements by automating resume screening, adaptive assessments, and personalized feedback. It bridges the gap between industry needs and candidate readiness for students, colleges, and recruiters.

Resume GPT is a cutting-edge recruitment tool tailored to simplify and enhance the resume screening process for recruiters and hiring managers. By leveraging the power of OpenAI's GPT-3.5 model, it aids in automating the evaluation of multiple resumes in relation to a specific job description.

An LLM Chatbot based on LangGraph and LangChain that dynamically retrieves and processes resumes using RAG to perform resume screening.

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An Intelligent System to Automate Candidate Selection for Interview

AI-powered Resume Screener Bot built with IBM Watsonx.ai LLM, Flask, and React. Automates resume analysis, scoring, bias detection, and provides an interactive HR assistant for fair and efficient recruitment.

A smart resume screening application using Node.js, React, and the Gemini API.

Local, privacy-friendly resume analysis: convert, classify, and get advice using TF‑IDF, Logistic Regression, and sentence-transformer embeddings.

Smart Resume Analyzer is an AI-powered resume screening tool built using Python and Streamlit. It allows users to upload their resume and analyze how well it aligns with the skill requirements of a selected domain such as Data Science, Web Development, Machine Learning, and more.

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Final year project for screening resumes using AI and Data Mining

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How I used NLP (Spacy) to screen Data Science Resumes

About AI Resume Screening is a tool that uses artificial intelligence to automate the process of resume screening and shortlisting. The tool uses natural language processing and machine learning algorithms to analyze resumes and classify them to the job roles based on the words in their resume.

This project demonstrates a complete resume screening workflow using Claude Agent SDK and custom skills. It showcases the extract → assess → validate → generate workflow pattern for automated candidate evaluation.

Codebase to top candidates - a remote MCP server for finding most qualified engineer candidates without leaving your IDE

This is a automatic resume screening system using deep learning models and NLP techniques

A command-line Application Tracking System (ATS) that automates resume screening by analyzing job descriptions and ranking candidate resumes using NLP and machine learning techniques.

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This repo consists complete code for AI Enabled Candidate Resume Screening along with some assignmnet folder, report and demo video