Resume files in various formats such as (.pdf, .doc) under a given input directory are converted into text files and the output directory containining resume files in .txt format is passed as input to the python script.
Uses regex and nltk library functions in tandem with known keywords to eliminate noise and mine useful information from the resume that the employers would be interested in.
Details extracted from resume
- Useful links to git repos, personal tech blogs, stackoverflow QnAs et al if mentioned
- Email and contact number
- Education
- Ceritifications and experience
- Experience
The output (Resume) of this python script can further be enhanced via an algorithm that can rank resumes on a scale of 1-5.