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.

Intuition:

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

Usage

pip install -r requirements.txt

Run: streamlit run application.py