Coursework: Machine learning application
Resume ranking with ML and NLP
An end-to-end resume ranking application: a React client and a Flask server wrapped around a machine learning model, written up as a technical paper.
What it is
Recruiters receive more resumes than they can read. This project ranked resumes with machine learning and natural language processing and presented the result in a web application.
My part
Team lead. I built the end-to-end experience: the Flask server, the React client and the integration with the model.
January to June 2023. Undergraduate team project. I led the team through the project and the paper.
Stack
- Python
- Flask
- React
- Machine learning
- NLP