I’m a research scientist at Facebook working on neural machine translation and language modeling. I obtained my PhD from the University of Cambridge under the supervision of Bill Byrne where I developed a new model for translation grammar extraction from word alignment models and built translation systems that obtained the best automatic score at WMT10 and WMT13 in the French-English and Russian-English tracks.
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications
Jongsoo Park, Maxim Naumov, Protonu Basu, Summer Deng, Aravind Kalaiah, Daya Khudia, James Law, Parth Malani, Andrey Malevich, Satish Nadathur, Juan Pino, Martin Schatz, Alexander Sidorov, Viswanath Sivakumar, Andrew Tulloch, Xiaodong Wang, Yiming Wu, Hector Yuen, Utku Diril, Dmytro Dzhulgakov, Kim Hazelwood, Bill Jia, Yangqing Jia, Lin Qiao, Vijay Rao, Nadav Rotem, Sungjoo Yoo, Mikhail Smelyanskiy
ArXiv - November 24, 2018