Headshot of Andrey Malevich
Headshot of Andrey Malevich

People

Andrey Malevich

Software Engineer

I am a software engineer at Facebook working on systems for training large scale models for personalization and ranking, that power ads and feed ranking.   Before joining Facebook I graduated with BS in computer science from Belarusian State University. While in college I was an active participant in programming competitions and won a silver medal in the ACM ICPC 2013 finals. 

Interests

Machine learning platforms, recommender systems, deep learning, and distributed systems

Latest Publications

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 - 2018