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AI/ML
Last updated: December 2024

Resume Screener

AI-powered resume triage system using NLP and machine learning

Resume Screener

An intelligent resume screening system that uses natural language processing and machine learning to automatically analyze and rank resumes based on job requirements.

The system employs spaCy for entity recognition and BERT for semantic understanding, allowing it to identify relevant skills, experience, and qualifications from unstructured resume text. It can process hundreds of resumes in minutes, providing recruiters with ranked candidates and detailed analysis.

Built with FastAPI for high-performance API endpoints, the system integrates seamlessly with existing applicant tracking systems and provides real-time screening results.

Tech Stack

Python
spaCy
BERT
FastAPI
scikit-learn
PostgreSQL