I am a Computer Scientist at the Center for Applied Scientific Computing (CASC) at the Lawrence Livermore National Laboratory (LLNL), CA. My main area of research is AI hardware-software codesign for scientific computing applications, such as target polishing for inertial confinement fusion and on-board processing on satellites.

In particular, I am interested in developing language model-based AI agents and tools to optimize system performance and power – both for HPC and resource-constrained edge computing hardware. I have also developed lightweight Machine Learning models and the corresponding low-power hardware acceleration platforms for near-sensor computing applications.