Develop machine learning model to convert transdermal alcohol measurements to interpretable BrAC data using NLP and PDE methods. Research is conducted in joint collaboration between Modeling and Simulation Laboratory and Department of Psychology under mentorship of Dr. Gary Rosen.

Tutor students in Linear Algebra, Calculus, and Probability in the USC Math Center.

Graded homework for Calculus 1-3 and College Algebra.

Participated in 10-week REU Program in Complex Data Analysis using Statistical and Machine Learning Tools. Collaborated with undergraduate researchers on a project titled “Vineyard Distance as a Measure of Topological Dissimilarity” under mentorship of Dr. Thomas Weighill.

Met weekly with freshmen and provided guidance for their first semester at USC.

Worked in Dr. Madan Babu's lab at the Center for Excellence in Data Driven Discovery as an undergraduate research intern.

Completed introductory course in accounting, financial modeling, and investment research.