A place for my publications, presentations, blog, and thoughts.
Academic Writing
Recent Breakthroughs in Quantum Hamiltonian Learning
December 20, 2024
A technical exposition motivating Bakshi et al.'s polytime Sum-of-Squares algorithm for learning quantum Hamiltonians at any temperature. Final project for CS 2243, Algorithms for Data Science.
Is Model Collapse Universal?
December 17, 2024
A technical exposition of recent empirics, theory, and universality regarding model collapse and scaling laws. Final project for AM 254, Mathematics of High-Dimensional Information Processing and Learning.
Transpiling OpenQASM 3.0 Programs to CUDA-Q Kernels
December 13, 2024
Transpilation from QASM to CUDA-Q for widened access to performant noisy quantum simulators. Final project for CS 252, Advanced Topics in Programming Languages.
CLS = PPAD ∩ PLS
December 4, 2024
A technical exposition of recent collapses in TFNP and the hardness of combinatorial and continuous optimization problems. Final project for CS 221, Advanced Computational Complexity.
NLP for Peace and Governance in Africa
May 15, 2024
Aggregate corpora from UN General Debates and emerging media for conflict prediction.
Physics-Informed Neural Networks for Informed Vaccine Distribution in Meta-Populations
January 1, 2023
An application of physics-informed machine learning for infectious disease parameter estimation and autonomous construction of optimal vaccine distribution plans.