bonmaklad / Applicant_Tracking_System

This streamlitapp is built for employers looking to match best candidate resumes against a particular job description.

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:

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

Workflow:

Interface

Usage

pip install -r requirements.txt

Run: streamlit run application.py