Miscellaneous Projects

Survey of recent breakthrough in fine-grained complexity on combinatorial boolean matrix multiplication. Final project for COS521: Advanced Algorithm Design (Graduate) with Huacheng Yu.

Theoretical study and simulations of liquidity-sensitive market scoring rule implemented in automated market makers (COS473 final project). Won Outstanding Poster award at Princeton’s 2023 DeCenter Conference on blockchains.

Studied Spielman’s manuscript and worked on computational project on Graph Hot Spots Conjecture with PhD student mentor.

Developed a full Python pipeline for using variational quantum algorithms (QAOA) to generate thermal states with Dr. Esin Tureci and Dr. Teague Tomesh. Also worked on quantum machine learning project, focused on testing the efficacy of quantum kernel methods (COS396 final project), and placed 2nd in Princeton Qiskit 2022 Fall Fest focused on quantum search (Grover's Algorithm).

Investigated recent natural language proof generation model through two ablation studies (COS484 final project).

Worked on research projects on stellar stream formation (with Princeton faculty and NASA Advanced Supercomputing scientists); supernova light-curve modeling (Yale Summer Program in Astrophysics); and rare star classification (UC Santa Cruz). Papers published in Harvard JEI; in submission to the Astrophysical Journal. Presentations at 233rd AAS Meeting and 2020 APS Meeting (first-author).