My Research

Applying Bayesian Ridge Regression AI Modeling in Virus Severity Prediction

Virion AI
Associated with the AI Virion Analysis Group

Trained Bayesian Ridge Regression models to analyze virion count and patient details to predict infection prognosis and quantify virus severity for infants infected with RSV.

Python Scikit-learn Pandas NumPy Matplotlib

MATLAB Plasmonic Nanoparticle Virion Counting and Interpretation System in Urban Populations

Virion Counting
Associated with the AI Virion Analysis Group

Used nanoparticles, lasers, MATLAB, oscilloscopes, and poisson distributions to detect and quantify virions from a nasal swab; supported by UT Dallas.

Python MATLAB Lasers Nanoparticles Oscilloscopes

My Employment

Jan 2025 - Present
UC Santa Barbara - ArchLab

Working with Professor Balkind at the ArchLab to improve computer architectures for cloud computing.

May 2023 - May 2024
National Zoning Atlas

Worked with Professor Zhou and Professor Fischer to develop an interactive atlas for mapping residential zoning ordinances in texas.

Jun 2022 - Aug 2022
The University of Texas at Dallas - Nanobioengineering Lab

Worked with Professor Qin at the Nanobioneingeering Lab to develop a smartphone-based diagnostic platform for respiratory viruses using nanoparticles.