GPT CV Scoring System
AI-powered HR system that automatically evaluates and scores multiple CVs against job descriptions and specific requirements, streamlining the recruitment process.
Overview
Overview
GPT CV Scoring System is an intelligent HR tool that leverages AI to automatically evaluate candidate CVs against job requirements. Companies can upload multiple resumes, provide job descriptions, and receive AI-generated scores and insights for each candidate.
The Problem
HR teams spend countless hours manually reviewing hundreds of CVs for each position, leading to slow hiring processes and potential bias in candidate selection.
The Solution
An AI-powered system that analyzes CVs against job descriptions and custom requirements, providing objective scores and detailed insights to help HR teams make informed decisions quickly.
Key Features
Bulk CV Upload
Upload and process multiple CVs simultaneously for efficient screening.
AI-Powered Scoring
GPT-based analysis evaluates candidates based on skills, experience, education, and custom criteria.
Custom Requirements
Define specific requirements and weighting for different job criteria.
Detailed Reports
Generate comprehensive reports highlighting strengths, weaknesses, and match scores for each candidate.
Comparison Dashboard
Side-by-side candidate comparison with filtering and sorting capabilities.
Technical Implementation
Built with Next.js and Node.js, the system integrates OpenAI's GPT models for intelligent CV analysis and scoring.
Technologies Used
• Next.js for frontend • Node.js for backend • OpenAI GPT API • PostgreSQL for data storage • AWS S3 for document storage
Key Highlights
- AI-powered CV analysis using GPT models
- Bulk CV processing and scoring
- Custom requirement weighting and criteria
- Detailed candidate reports and insights
- Side-by-side comparison dashboard
- Reduces hiring time by 70%
Tech Stack
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