/MyResumeFit

Primary LanguagePython

📄 MyResumeFit

MyResumeFit is a web application that helps improve your resume for Applicant Tracking Systems (ATS). The application extracts text from your resume, compares it with a job description, and provides feedback on how well your resume matches the job description.

✨ Features

  • 📄 Extracts text from PDF resumes.
  • 🤖 Uses Google Generative AI to analyze resume and job description.
  • 📊 Provides a structured response including JD match percentage, missing keywords, and a profile summary.

🛠 Prerequisites

Before you begin, ensure you have met the following requirements:

  • 🐍 Python 3.7+ installed on your machine.
  • 📦 pip (Python package installer) installed.
  • ☁️ Google Cloud account with the Generative Language API enabled.
  • 🔑 API key for the Generative Language API.

🚀 Installation

  1. Clone the Repository

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

  2. Set Up a Virtual Environment

    python -m venv venv
source venv/bin/activate  # On macOS/Linux
venv\Scripts\activate  # On Windows

  3. Install the Dependencies

    pip install -r requirements.txt

  4. Set Up Environment Variables

    Create a .env file in the root directory of the project and add your Google API key:

    GOOGLE_API_KEY=your_actual_api_key_here

📈 Usage

  1. Run the Streamlit Application

    streamlit run app.py

  2. Open Your Browser

    Open your web browser and go to http://localhost:8501 to view the application.

  3. Use the Application

    • Paste the job description in the provided text area.
    • Upload your resume in PDF format.
    • Click the "Submit" button to get feedback on your resume.

📂 Project Structure

myresumefit/ ├── .env ├── .gitignore ├── app.py ├── requirements.txt └── README.md

📋 Example

Below is an example of how to use the application:

  1. Paste Job Description:

    We are looking for a skilled software engineer with experience in Python, machine learning, and cloud technologies.

  2. Upload Resume:

    Upload your resume in PDF format.

  3. Get Feedback:

    The application will analyze your resume and provide a structured response including JD match percentage, missing keywords, and a profile summary.

🙏 Acknowledgements