Work

While I cannot share details around most of my professional work, there is some limited information that I can legally share.

2025

Harpin AI

Patent-pending work on a novel active learning algorithm for training set curation specific for identity resolution.

2024

Agentic AI

Patent-pending work on a novel loss function for training neural networks to play videogames from human play data.

2020

Tuning Spatial Profiles of Selection Pressure to Modulate the Evolution of Drug Resistance

Understanding microbial antibiotic resistance is a daunting task, as bacteria grow in complex environments with a myriad of different environmental parameters that can affect their growth rate, such as pH, temperature, density, drug distribution, and nutrient distribution, just to name a few. In many laboratory experiments of bacteria, many of these factors are carefully controlled for to allow scientists to isolate the effects of the quantities of interest. However, can spatial variation in these often-neglected quantities impact the emergence of antibiotic resistance?