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

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