Dec 2022 – May 2023 · 5 mos

• TA for CS 270: Combinatorial Algorithms and Data Structures under the supervision of Jelani Nelson.

Aug 2022 – Dec 2022 · 4 mos · Seattle, Washington, United States

• SDE Intern on AWS Commerce Platform. Developing a dashboard to improve the visibility of metrics related to the stability and reliability of dependent services when running end-to-end testing services.

May 2022 – Aug 2022 · 3 mos · Ithaca, New York, United States

• Research in Dynamic Programming and Optimal Control as part of the Cornell Research Experience for Undergraduates(REU) Program.
• Projects:
• Hybrid Value-Policy Iterations: Developed a novel dynamic programming algorithm which uses thresholds to alternate between value and policy iterations to enable global linear convergence and local quadratic convergence while reducing overall computational complexity compared to traditional algorithms.
• Semicausal Dynamic Programming: In Optimal Control, situations arise where the Hamilton-Jacobi-Bellman(HJB) PDE satisfied by the value function is of mixed-type(parabolic, hyperbolic, elliptic). This work proposes a novel efficient algorithm for simultaneously computing the boundary of the region for each PDE type while simultaneously solving the equations.

Aug 2021 – May 2023 · 1 yr 9 mos · Berkeley, California, United States

• Research in theoretical deep learning and representation learning under the supervision of Yi Ma.

May 2021 – Aug 2021 · 3 mos · Chicago, Illinois, United States

• FICC/Index Strategy team; worked on the component that computes and publishes several different toxicity signals associated with trade events. Conducted data analysis to optimize parameters for trade-through toxicity signals.

Jan 2021 – May 2021 · 4 mos

• Guided research in statistics/partial differential equations under the supervision of Tyler Maltba. Use sparse regression and physically-informed neural networks(PINN) in order to render probability density functions(PDFs) or cumulative distribution functions(CDFs) for stochastic dynamical systems.

Jan 2020 – Nov 2022 · 2 yrs 10 mos

• Course Reader for Math 113, Spring 2020: Abstract Algebra, under the supervision of Prof. Mariusz Wodzicki.
• Course Reader for Math 126, Spring 2022: Partial Differential Equations, under the supervision of Marciej Zworski.

Aug 2020 – Apr 2021 · 8 mos

• Group research in convex geometry under the supervision of Gergely Ambrus. We study relaxations of Helly’s theorem in order to characterize transversal properties of families of convex sets.
• Honorific Mention at XXXVI-Victor Neumann-Lara Colloquium

Aug 2018 – May 2019 · 9 mos