I am a research scientist at Facebook Reality Labs.
As my Ph.D. thesis work at Georgia Tech, I actively worked on deep learning accelerators with flexible dataflow and mappings based on data- and communication-centric approaches. I was the main developer of MAERI, a flexible DNN accelerator, and MAESTRO , an analytical performance/cost model of DNN accelerators. My thesis was recognized at 2021 ACM SIGARCH/IEEE CS TCCA Outstanding Dissertation Award with an Honorable Mention.
My latest CV is available via this link: CV.