About Me

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 am the main developer of MAERI, a flexible DNN accelerator, and MAESTRO, an analytical performance/cost model of DNN accelerators.Continue reading “About Me”