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.

Interests

Recommender systems, large-scale optimization, machine learning platforms and neural networks

Latest Publications