top of page

Recent Projects

Credit: Wikipedia

Gauge Invariance and the EM Tensor

As my final project for my graduate Electrodynamics course, I explored Noether’s theorem, deriving the canonical energy-momentum tensor using variational methods and compared the Belinfante symmetrization and Bessel-Hagen’s gauge-invariant approach to obtain a symmetric tensor.

Credit: Unreal Engine

Cinematics Using Unreal Engine

Learned how to use Unreal Engine 5; a video game and cinematic program. First, as a love for storytelling and visual aid for my work, but secondly to learn core game development skills and level building for the love of gaming.

Old Projects

ML Predictive Model for Tennis

Applied machine learning to model the probability of a player winning a tennis match using historical data and logistic regression. Focused on optimization and performance evaluation to improve predictive accuracy over traditional models like Markov chains.

Credit: SMA

Modern Astrophysics

Various projects in astrophysics course, from stellar atmospheres to astronomical data analysis. Primary focus on a midterm project where my group analyzed elemental abundance patterns in red giant stars using APOGEE survey data and multivariate regression.

Credit: Ohio State University

Numerical Methods for Astronomy

Various projects in astrophysics course, from N-Body to ML. Simulated the internal structure of a main-sequence star by solving coupled differential equations for hydrostatic equilibrium using an adaptive Runge-Kutta method.

High Mileage Vehicle Competition

Led a team in designing and fabricating an aerodynamic, fuel-efficient car using CAD, CNC machining, and welding techniques. Our vehicle achieved great fuel economy and placed second in braking at the Illinois High Mileage Vehicle competition.

bottom of page