Informatics Skunkworks
College of Engineering, University of Wisconsin - Madison
September 2022 - May 2023
Location
Madison, Wisconsin, US
Type
Research
Role(s)
- Undergraduate Research Assistant
Supervisor(s)
- Prof. Dane Morgan, Harvey D. Spangler Professor of Engineering
Description
- Assisted Professor Dane Morgan in his project to build cloud-based prediction tools.
- Developed 4 machine learning models to predict material properties as specified in research papers.
- Used hyperparameter tuning techniques to increase the model accuracy up to 97%.
- Shared the trained models through a cloud foundry infrastructure to assist material science researchers across the world.