Damian Eads completed his PhD in Computer Science in 2011 under Professor David Helmbold. For his PhD, he investigated new boosting algorithms for object detection as well as new approaches for time series classification. In 2006, he worked with Professor Ethan Miller on using machine learning to predict workloads for hierarchical, multi-tiered storage systems.