🤖 CV's ATS Score Agent

📋 Overview

CV's ATS Score Agent is an intelligent n8n-powered workflow that automatically analyzes resumes against job descriptions using advanced AI. Get instant candidate compatibility scores without manual review!

✅ Upload CV Batch

✅ AI Analysis

✅ Instant Scoring

✨ Features

Feature	Description
🧠 GPT-4o-mini Integration	State-of-the-art AI evaluation of candidate resumes
📊 Precision Scoring	Detailed 0-100 match scores with strengths and weaknesses
🔄 Batch Processing	Process hundreds of CVs in a single run
📁 Google Drive Support	Direct integration with Google Drive links
📈 Google Sheets Export	Results automatically saved for easy analysis

🔍 How It Works

Step-by-Step Process:

1. Upload a CSV file via webhook containing:

   name,cv_link
   John Doe,https://drive.google.com/file/d/FILEID/view
   Jane Smith,https://drive.google.com/file/d/FILEID/view

2. Automated Processing Pipeline:

   • ⚙️ Extracts Google Drive file IDs
   • ⬇️ Downloads CV PDFs
   • 📄 Converts to machine-readable text
   • 🔍 Analyzes content with GPT-4o-mini
   • 💯 Scores against job criteria

3. Comprehensive Results:

   {
     "match_score": 85,
     "strengths": ["5 years Python experience", "ML project portfolio", "AWS certified"],
     "weaknesses": ["Limited cloud architecture experience", "No TensorFlow background"]
   }

📝 Job Requirements Customization

Currently configured for AI Engineer positions:

const jobDescription = {
  title: "AI Engineer",
  requiredSkills: ["Python", "Machine Learning", "Cloud"],
  experienceRequired: "3+ years"
};

💡 Tip: Easily modify the prompt in the "Message a model" node to target different job roles!

🛠️ Setup Instructions

Prerequisites:

• n8n account or self-hosted instance
• Google account with Drive & Sheets access
• OpenAI API key with GPT-4o-mini access

Quick Start:

1. Clone the repository

   git clone https://github.com/WasifSohail5/CV-s-ATS-Score-Agent.git

2. Import workflow

   • Go to n8n → Settings → Import From File
   • Select ATS Score Agent.json

3. Configure credentials

   • Add your OpenAI API key
   • Connect Google Sheets account
   • Update Sheet ID in the "Append row in sheet" node

4. Activate & Test

   • Activate the workflow
   • Test with sample CSV file
   • Check results in your Google Sheet

📊 Sample Results

Candidate	Match Score	Strengths	Weaknesses
John Doe	85/100	Python, ML algorithms, AWS	Limited TensorFlow
Jane Smith	72/100	Cloud expertise, Python basics	Needs more ML experience

🚀 Use Cases

• HR Departments: Screen large candidate pools efficiently
• Tech Recruiters: Find specialists with precise skill matching
• Hiring Managers: Focus on pre-qualified top candidates
• Job Seekers: Test and optimize resume ATS compatibility

👨‍💻 Author

Created with ❤️ by Wasif Sohail

Last updated: 2023-08-23

⭐ Don't forget to star this repo if you find it useful! ⭐

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.