HFT

Statistical analysis and high-performance software engineering for high-frequency trading.

Developed the Mini Cheetah robotic platform under Professor Sangbae Kim. Published a paper to IROS2020 as first author titled "Robust Autonomous Navigation of a Small-Scale Quadruped Robot in Real-World Environments."

Perception Team - Computer Vision for Autonomous VehiclesSummer project was patented.

FX E-Trading

Bitcoin & Bitcoin sidechains

-Prototyped various reinforcement learning algorithms for use in behavior change applications. -Researched machine learning methods to better adapt to individuals for improved efficacy and user engagement. -Developed flexible Python framework for simple algorithm implementation, benchmarking, and evaluation.

-Optimized features for the SEXTANT API to allow for planning of efficient extravehicular traverses. -Integrated resource-based path-optimization into the widely-utilized xGDS software using Python. -Worked together and tested the Minerva software package with astronauts from the Ames Research Center, as well as performed research and collected metabolic data of subjects in order to create better simulated metabolic cost functions.

-Researched gene expression of the Type III Secretion System in the bacterial strain P. aeruginosa.-Transformed and cultured bacteria with fluorescent proteins to track gene translation.-Organized and analyzed large quantities of data gathered from microscope and flow cytometer.