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Resume Scanner

A Python app that calculates a match score between a resume and a job description using NLP.

Setup

  1. Clone the repository: git clone <repository-url>
  2. Create a virtual environment: python -m venv venv
  3. Activate the virtual environment:
    • Windows: venv\Scripts\activate
    • macOS/Linux: source venv/bin/activate
  4. Install dependencies: pip install -r requirements.txt
  5. Download spaCy model: python -m spacy download en_core_web_md
  6. Run the app: streamlit run resume_scanner.py

Usage

  • Upload a resume (PDF or text) and enter a job description in the web interface.
  • The app will display a match score and feedback.

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A Python app to match resumes with job descriptions using spacy and streamlit

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