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Recent Projects

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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

Learning Unreal Engine (In Progress)

Currently developing a psychological horror game in Unreal Engine 5 inspired by the eerie world of the Backrooms. This project blends level design and atmospheric storytelling as I learn core game development skills.
 

Old Projects

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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.

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Credit: SMA

Modern Stellar Astrophysics

Various projects in the course ASTR3101, 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.

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Credit: Ohio State University

Modeling the Universe

Various projects in the course ASTR4260, 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.

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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.

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