Presenter

I am a postdoctoral researcher in the Data Science group of Argonne Leadership Computing Facility. I primarily work at the intersection of Systems and Deep Learning. My research interests include neural network training and inference optimization on general purpose and domain specific hardware platforms, AI accelerators, AI for science applications and HPC for AI. I finished my PhD in Computer Engineering from Iowa State University, under the guidance of Prof. Arun Somani. My dissertation research was primarily focused on developing pruning, quantization and neural architecture search algorithms for optimizing neural network inference on hardware accelerators, CPUs and GPUs.