ShimantaBhuyan / nlp-resume-parser

NLP-powered, GPT-3 enabled Resume Parser from PDF to JSON.

Resume Parser Service

GPT-3 based resume parser as a REST API that transforms a resume pdf like this to a json like this. Parsing a resume pdf costs around 15 seconds and $0.06 (explains why there is not a live demo website). Please note that more accurate results may be achieved by fine-tuning GPT-3, but the out-of-the-box results from this repo are already very impressive.

Quick Start

Install dependencies, run the bash build.sh in the project root.
To run the RESTFull service in 3 steps:

1. get your OpenAI API Key
2. set the environment variable OPENAI_API_KEY to your API key: export OPENAI_API_KEY=YOURKEY
3. run bash run.sh in the project root. By default, a Flask server will start listening to port 5000 of localhost. Feel free to check it out with your browser.

Supported Fields

• Basic Information
  • first name
  • last name
  • full name
  • email
  • U.S. phone number
  • location
  • portfolio website URL
  • LinkedIn URL
  • GitHub main page URL
• Education
  • university
  • education level
  • graduation year
  • graduation month
  • majors
  • GPA
• Job Experience
  • job title
  • company
  • location
  • duration
  • job content
• Project Experience
  • project name
  • project description