Research

Computer Science Research

Prof. Netanel Raviv, Washington University in St. Louis
August 2023–Present

• Prove redundancy and rate of 2D and 3D nonlinear coding.
• Study different error-correcting codes and apply them to 2D and 3D cases.

Mathematical Research

Prof. Eva Czabarka, University of South Carolina, Columbia
August 2021–May 2023

• Developed systems to find maximum crossing number for tanglegrams via fixed-parameter tractable properties.
• Explored the gap between possible maximum crossing numbers for tanglegrams of certain sizes.
• Proved certain types of tanglegrams can reach extreme bounds and solved the conjecture.
• Wrote and modified OCaml code for computational testing.

Independent Study on Set-Sequential Labelings

Prof. Ervin Győri, Alfréd Rényi Institute of Mathematics
May 2020–June 2021

• Found examples of trees with 8, 16, or more vertices that are set sequential.
• Discovered necessary conditions for an odd-degree tree to be set sequential.
• Proved certain odd trees with selected properties are set sequential using different construction methods.
• Provided insights toward the conjecture that all odd trees are set sequential by a pairing conjecture.

Independent Study on Cryptocurrency Markets

May 2020–June 2021

• Developed quantitative methods for cryptocurrency perpetual contracts.
• Constructed reinforcement learning models based on equity market tickers and technical features.
• Wrote APIs connecting data providers and personal portfolio systems.