A simple Resume Screening App built with Python, Machine Learning, and Streamlit.
It allows users to upload resumes in PDF, DOCX, or TXT format and predicts the most suitable job category.
- Upload resumes (PDF, DOCX, TXT)
- Extracts and cleans resume text
- Predicts job category using a pre-trained ML model
- User-friendly web interface with Streamlit
- Clone the repository
git clone https://github.com/your-username/Resume-Screening-App.git cd Resume-Screening-App - Download the required model files:(if needed)
clf.pkl(https://drive.google.com/file/d/1fGjBdbnUc9Rp3bTb3wc1jTR1MUEH1-fE/view?usp=sharing)
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Install dependencies pip install -r requirements.txt
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Run the app python -m streamlit.py