Sophie Watson is a data scientist at Red Hat, where she helps customers to solve business problems using machine learning in the hybrid cloud. She has previously researched Bayesian Statistics and Recommendation Engines, and is focused on using her data science and statistics skills to inform next-generation infrastructure for intelligent application development.