aiFeatured

Resume-Rank - AI Resume Ranking System

Completed July 2025

Intelligent resume ranking system using NLP and machine learning for automated candidate screening

Resume-Rank - AI Resume Ranking System

Project Overview

Created an advanced AI-powered resume ranking system that uses natural language processing and machine learning algorithms to automatically screen and rank resumes. Features include PDF text extraction, cosine similarity matching, NLTK-based text processing, interactive Streamlit web interface, and customizable ranking criteria. The system significantly reduces manual screening time while improving candidate selection accuracy.

Technologies Used

PythonStreamlitNLTKscikit-learnPyPDF2NLPMachine LearningPandas