An AI Based Resume Screening System that has the features of parsing, Job Recommendation and Categorization along with ranking the Resumes
A project that aims at providing better resume-screening capabilities than existing systems (keyword matching). The app then provides a breakdown of how the scoring system works and how the individual categories sum to the final resume score. This is acheived by using a combination of Cosine similarity scoring and custom-trained random forest models for predicting the recommended job for the specific resumes uploaded.
To use the project,
- clone the repo
- install all dependencies
- run by typing the command
python app.py