Assistant Professor, Electrical Engineering and Computer Sciences
Joseph is a founding member of the UC Berkeley RISELab (Real-time Intelligence with Secure Execution). His research interests are at the intersection of machine learning and data systems, and his students are working on a wide range of projects, including real-time model serving; machine learning life-cycle management; accelerated deep learning for computer vision; new cryptographic primitives for federated learning; frameworks for deep reinforcement learning and parameter tuning; model-based cloud resource management; software platforms for autonomous vehicles research; computational efficient representations for asynchronous time series; and smf frameworks for graph query processing.
He is also co-founder of Turi Inc. (formerly GraphLab), which was originally based on his thesis work on the GraphLab and PowerGraph Systems. Turi was recently acquired by Apple Inc.