I am a software engineer at Facebook where I work on large scale sparse models for personalization. I co-authored a system capable of training and serving models with tens of billions of parameters that is powering Ads and Feed Ranking. Later I was one of the core developers of the Caffe2 framework that brings power of neural nets to multiple areas at Facebook.
Before Facebook I graduated with an MS in applied mathematics in Ukraine. While in college I had a successful career in programming competitions and was ranked in Top 20 on Topcoder.
Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective
Kim Hazelwood, Sarah Bird, David Brooks, Soumith Chintala, Utku Diril, Dmytro Dzhulgakov, Mohamed Fawzy, Bill Jia, Yangqing Jia, Aditya Kalro, James Law, Kevin Lee, Jason Lu, Pieter Noordhuis, Misha Smelyanskiy, Liang Xiong, Xiaodong Wang