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ResumeParser

A simple Resume Parser used for extracting information from Resumes/CVs

Note: This is just a wrapper around the pyresparser. The actual source code for the parsing can be found here: https://github.com/OmkarPathak/pyresparser

Installation

pip install pyresparser

GUI

  • Django used
  • Easy extraction and interpretation using GUI
  • For running GUI execute:
python resume_parser/manage.py makemigrations
python resume_parser/manage.py migrate
python resume_parser/manage.py runserver
  • Visit 127.0.0.1 to view the GUI

Working:

Working

Running app in Docker

  • Install docker-compose

  • Execute the following commands from the root of the project

    • Build our images

      docker-compose build

    • Starting our containers and services

      docker-compose up -d

  • Visit localhost:8080 in your browser to run the app

Result

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

[
    {
        'education': [('BE', '2014')],
        'email': 'omkarpathak27@gmail.com',
        'mobile_number': '8087996634',
        'name': 'Omkar Pathak',
        'skills': [
            'Flask',
            'Django',
            'Mysql',
            'C',
            'Css',
            'Html',
            'Js',
            'Machine learning',
            'C++',
            'Algorithms',
            'Github',
            'Php',
            'Python',
            'Opencv'
        ]
    }
]

To DO

  • Extracting Experience
  • Extracting Projects
  • Extracting hobbies
  • Extracting universities
  • Extracting month of passing
  • Extracting Awards/ Achievements/ Recognition

References that helped me get here

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A simple resume parser used for extracting information from resumes

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