ATS-Scanner

This project is an ATS (Applicant Tracking System) like scanner built using Flask and BERT. It helps job seekers evaluate how well their resume matches a job description by comparing relevant keywords, skills, and experience. The application uses an expanded list of keywords to simulate how an ATS system might rank resumes based on matching criteria.

Features

• Compares the skills, experience, and qualifications in the resume with the job description.
• Provides a detailed breakdown of matched and missing keywords.
• Outputs an overall match percentage score.
• Simple and intuitive web interface built with Flask.

How It Works

• Extracts Keywords: The system extracts keywords from both the job description and resume, including skills, degrees, certifications, and experience levels.
• Matches and Scores: Compares the extracted keywords and provides a match percentage based on relevance to the job description.

How to Run It

Prerequisites

• Python 3.x installed on your machine.
• Install the required dependencies listed in the requirements.txt file.

Step 1: Clone the Repository

git clone https://github.com/DoniyorI/ATS-Scanner.git
cd ATS-Scanner

Step 2: Create and Activate a Virtual Environment (Optional but recommended)

Create a virtual environment to avoid conflicts with other Python packages.

python3 -m venv venv
source venv/bin/activate  # On Windows use venv\Scripts\activate

Step 3: Install Dependencies

pip install -r requirements.txt

Step 4: Run the Flask Application

flask run --host=0.0.0.0 --port=5000

Step 5: Access the Application

Open your browser and go to http://localhost:5000/. You can now use the web interface to paste in a job description and a resume to see how well they match.

Project Structure

• app.py: The main Flask application file.
• templates/: Contains the HTML files for the web interface.
• static/: Contains any static files like CSS, JavaScript (if needed).
• README.md: This file, explaining how the project works.
• requirements.txt: Lists the Python packages required to run the project.

License

This project is licensed under the MIT License.