My research focus includes cutting-edge cluster solutions to enhance machine learning computations. I'm involved in operations in the newest petascale Expanse Supercomputer in San Diego Supercomputer Center (SDSC), and administering the globally distributed Kubernetes cluster (Nautilus) of National Research Platform / Pacific Research Platform, California Institute for Telecommunications and Information Technologies (Calit2) in University of California San Diego.