This is just a wrapper for pyresparser. I have released the resume parser as a Python Package
pip install pyresparser- For supported formats and other installation instructions visit: https://github.com/OmkarPathak/pyresparser
- For running the whole app in docker just run the following command from the root of the project
docker-compose up -d build- Once all the installations are done, visit
0.0.0.0in your broswer to use the app
- 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 createsuperuser
python resume_parser/manage.py runserver- Visit
127.0.0.1to view the GUI
- If you are running the app on windows, then you can only extract .docs and .pdf files
The module would return a list of dictionary objects with result as follows:
[{'education': [('BE', '2014')],
'email': '[email protected]',
'experience': [' Schlumberger DATA ENGINEER Pune'],
'mobile_number': '8087996634',
'name': 'Omkar Pathak',
'no_of_pages': 3,
'skills': ['Python',
'C',
'Technical',
'Linux',
'Machine learning',
'System',
'Html',
'C++',
'Security',
'Testing',
'Content',
'Apis',
'Engineering',
'Payments',
'Django',
'Excel',
'Admissions',
'Mysql',
'Windows',
'Automation',
'Opencv',
'Website',
'Css',
'Js',
'Algorithms',
'Flask',
'Programming',
'Writing',
'Training',
'Php',
'Reports',
'Photography',
'Open source',
'Github',
'Analytics',
'Api'],
'total_experience': 0.58}]
-
https://www.kaggle.com/nirant/hitchhiker-s-guide-to-nlp-in-spacy
-
https://medium.com/@divalicious.priya/information-extraction-from-cv-acec216c3f48
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If you have found my softwares to be of any use to you, do consider helping me pay my internet bills. This would encourage me to create many such softwares :)
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