RecruitMate

RecruitMate is an AI-powered recruitment agent that automates the process of screening, evaluating, and ranking candidates based on a provided Job Description (JD). It also facilitates interview scheduling and communication.

Features

• ✅ Fetches candidate data from Google Sheets.
• ✅ Reads and analyzes resumes.
• ✅ Evaluates resumes based on the provided JD.
• ✅ Ranks candidates according to relevance.
• ✅ Sends the list of shortlisted candidates to your email.
• ✅ (Upcoming) Auto-sends Calendly links for interview scheduling.

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/RecruitMate.git
   cd RecruitMate

2. Install dependencies:

   pip install -r requirements.txt

3. Set up Google Sheets and Gmail API credentials.
4. Configure the .env file with required API keys and credentials.

Usage

1. Run the agent:

   python main.py

2. Monitor logs for candidate evaluation and ranking.
3. Receive an email with the shortlisted candidates.

Configuration

• Google Sheets API: Required for fetching candidate data.
• Resume Parser: Uses AI to analyze resumes.
• JD Matching Algorithm: Evaluates resumes against job descriptions.
• Email Integration: Sends results to your personal email.
• (Upcoming) Calendly API: Automates interview scheduling.

Future Enhancements

• Improve NLP-based resume parsing.
• Support multiple job descriptions simultaneously.
• Enhance ranking algorithm with ML models.
• Integrate with ATS (Applicant Tracking Systems).

Contributions

Contributions are welcome! Feel free to submit a PR or raise an issue.

License

This project is licensed under the MIT License.

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Developed with ❤️ by Moiz Ahmed