Resume Parser

What is the project all about?

Easily extracting information from resumes
Information like Name, Email, Mobile Number, Skills, Education, Experience can be extracted
NLP used for information extraction
CLI and GUI interfaces available
PDF, doc, docx formats supported

Results

CLI

The module would return a list of dictionary objects with result as follows:

[
    {
        'experience': 'Truso Pune',
        'education': [('BE', '2014')],
        'email': '[email protected]',
        'mobile_number': '8087996634',
        'name': 'Omkar Pathak',
        'skills': [
            'Flask',
            'Django',
            'Mysql',
            'C',
            'Css',
            'Html',
            'Js',
            'Machine learning',
            'C++',
            'Algorithms',
            'Github',
            'Php',
            'Python',
            'Opencv'
        ]
    }
]

GUI

Working

Supporting blog post about how I got here, what all modules did I use, what approaches had been taken can be found here: https://omkarpathak.in/2018/12/18/writing-your-own-resume-parser/

Source Code: Github

Technology Used: Python, Django, NLTK, SpaCy