USC Mathematics Department Undergraduate Researcher Los Angeles, CA

• Advisor: Zixiang Zhou
• Investigated the Spielman-Teng Conjecture in Singular Value Decomposition (SVD).
• Applied Random Matrix Theory to analyze high-dimensional noise filtration in machine learning datasets.

USC Marshall School of Business Research Assistant Los Angeles, CA

• Advisor: Rodney Ramcharan
• Applied convex optimization techniques to multi-dimensional dynamic policy systems.
• Engineered propensity score matching (PSM) algorithms to estimate causal impact of social policies across 120 districts.

USC Mathematics Department Undergraduate Researcher Los Angeles, CA

• Advisor: Yunjie Fan
• Developed measure-theoretic frameworks for stochastic control problems.
• Focused on optimization in Markov Decision Processes (MDPs) under uncertainty.

UC Berkeley Haas School of Business Research Assistant Berkeley, CA (Remote)

• Advisor: Ganesh Iyer
• Studied Behavioral Economics and Utility Theory applications in public health messaging.
• Modeled decision-making processes to combat vaccine hesitancy using game-theoretic incentives.