AI-Powered Resume Scorer

This project is a Tkinter-based GUI application that leverages OpenAI's GPT-3.5-turbo model to score resumes based on job descriptions and mandatory keywords. Users can upload resumes and job descriptions in PDF or DOCX formats, and the application provides a relevance score, enhancing the job application process with AI assistance.

Features

• Upload and parse resumes and job descriptions in PDF or DOCX formats.
• Extracts mandatory keywords from job descriptions using GPT-3.5-turbo.
• Scores resumes based on the relevance to the job description and keywords.
• User-friendly interface with custom styling.

Prerequisites

• Python 3.x
• Tkinter
• OpenAI Python client library
• PyPDF2
• python-docx

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/ai-powered-resume-scorer.git
   cd ai-powered-resume-scorer

2. Install the required packages:

   pip install openai PyPDF2 python-docx

3. Download the Tkinter theme file:

   Download the azure.tcl file from this link and place it in the project directory.

Usage

1. Replace "YOUR-API-KEY-HERE" in the script with your actual OpenAI API key.

2. Run the script:

   python project.py

3. Use the interface to upload your resume and job description files, and click "Calculate Score" to get the relevance score.

Contact

For any inquiries, please contact:

• Email: [email protected]
• LinkedIn: Abdul Rehman Rattu