Marat is a software engineer in Research and Machine Intelligence group at Google and a Ph.D. candidate at the Georgia Institute of Technology. He is an author of NNPACK and QNNPACK libraries which accelerates execution of neural network on CPUs, and continues to work on mobile-focused performance optimizations.