🚀 AI-Powered Applicant Tracking System (ATS)

📝 Project Overview

This AI-driven Applicant Tracking System (ATS) is a cutting-edge solution designed to revolutionize the recruitment process by providing intelligent resume analysis and matching capabilities.

Screenshots

✨ Key Features

1. Intelligent Resume Analysis

• Upload and analyze resumes in PDF and DOCX formats
• Extract and categorize skills
• Provide comprehensive resume feedback

2. Job Description Matching

• Compare resume content against job descriptions
• Generate detailed match scores
• Visualize skill compatibility

3. Multi-Resume Batch Processing

• Upload and analyze multiple resumes simultaneously
• Export results in CSV and Excel formats
• Instant skill and match score comparisons

🛠 Technologies Used

• AI: Google Gemini 1.5 Flash
• Web Framework: Streamlit
• Data Processing:
  • Pandas
  • PyMuPDF
  • python-docx
• Visualization:
  • Plotly
  • Plotly Express

🔍 Detailed Functionality

Resume Skills Extraction

• Categorizes skills into:
  • Technical Skills
  • Analytical Skills
  • Soft Skills

Match Score Calculation

• Advanced scoring mechanism considering:
  • Skill weight system
  • Experience level matching
  • Education requirements
  • Project experience analysis

Visualization

• Interactive skill gap charts
• Percentage match gauge
• Detailed skill breakdown

🚀 Getting Started

Prerequisites

• Python 3.8+
• Google Gemini API Key

Installation

1. Clone the repository

git clone https://github.com/yourusername/ATS-System.git
cd ATS-System

2. Install dependencies

pip install -r requirements.txt

3. Set up Google Gemini API Key

• Create a .streamlit/secrets.toml file
• Add your API key:

GOOGLE_API_KEY = "your_api_key_here"

4. Run the application

streamlit run app.py

📋 Usage Instructions

1. Enter Job Description
2. Upload Resume(s)
3. Choose Analysis Type:
   • Skills Extraction
   • Percentage Match
   • Batch Processing

🔒 Security Notes

• API keys managed via Streamlit secrets
• Secure file handling
• No local storage of sensitive information

🤝 Contributing

1. Fork the repository
2. Create your feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

📄 License

[Specify your license here, e.g., MIT License]

🌟 Future Roadmap

• Enhanced AI matching algorithms
• More detailed skill taxonomy
• Support for more file formats
• Advanced reporting features

💡 Developed By

[Your Name/Organization]

---

Note: Ensure you have a valid Google Gemini API key to use this application.