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

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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

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

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