I am a machine learning engineer with more than a decade of experience in production AI and scientific computing. Today, I build and deploy GenAI-powered products at scale. Previously, I developed machine learning and Bayesian inference software for life-sciences research at Cold Spring Harbor Laboratory, and conducted applied-mathematics research at Princeton University on scientific machine learning, simulation surrogates, and data-driven discovery of governing equations. My doctoral research focused on CFD algorithms for reactive flows and nonlinear dynamical systems.