A web app to help employers by analysing resumes and CVs, surfacing candidates that best match the position and filtering out those who don't.
Used recommendation engine techniques such as Collaborative , Content-Based filtering for fuzzy matching job description with multiple resumes.
- textract==1.6.3
- requests==2.22.0
- Flask==1.1.1
- gensim==3.8.0
- sklearn==0.0
- PyPDF2==1.26.0
- autocorrect==0.4.4
- nltk==3.4.5
- contractions==0.0.21
- textsearch==0.0.17
- inflect==2.1.0
- numpy==1.17.2
- pdfminer.six==20181108
- Python 3.6.0 |Anaconda 4.3.0 (64-bit)|
- Link1 : https://s3.ap-south-1.amazonaws.com/codebyte-bucket/Resume%26Job_Descriptions.zip
- Mirror : https://drive.google.com/open?id=17M9oDPip5JFFFNJhDCBQKy8BMqoyxajU
- Run
pip install -r requirements.txtto install dependencies - Simply run this command from root directory.
- Login Username :admin Password : whitetigers2018
python app.py
-
Create the docker image running:
docker build -t arss . -
Run the container:
docker run -it -p 5000:5000 arss