Resume Screening App

This app is built for employers looking for candidates against a particular job description. This app looks into outputing a x% percent similarity score given the resume of the candidate and a job description.

App deployed on Streamlit Community Cloud

Intuition:

Get context-aware BERT Embeddings or document doc2vec embeddings for Resume and Job Description.
Hugging Face Library was very useful alongwith doc2vec or nltk
Get their cosine similarity

Workflow:

Interface

Usage

pip install -r requirements.txt

Run: streamlit run application.py