Resumex is an App that allows you to compute similarity between a job offer and resumes in order to save time and select best applicants.
You can find a light word2vec pre-trained Google News model here: (GoogleNews-vectors-negative300: https://drive.google.com/file/d/0B7XkCwpI5KDYNlNUTTlSS21pQmM)
Live demo availaible here : http://resumx.herokuapp.com/.
Find some exemples in the /exemple folder and test with the existing job offer.
Purchase (Fake functionnality with Stripe : https://stripe.com/docs/testing) if you want to add you own job offers.
Download (GoogleNews-vectors-negative300) and put it in root folder
git clone https://github.com/ansa-aboudou/resumex
cd Flaskex
pip install -r requirements.txt
python app.py
These repositories helped me build this project, thank you guys :) :
- https://github.com/v1shwa/document-similarity
- https://github.com/eyaler/word2vec-slim
- https://github.com/anfederico/Flaskex