Kyle is a Research Engineer on the User Modeling & Personalization team at Snap Research. Kyle is focused on scaling and productionizing graph machine learning. Prior to joining Snap Kyle was an engineer at Google, where he worked on ML Infra (TFX). Kyle has a B.S. in Computer Engineering from the University of Maryland - College Park.