Sally Hubbard is Director, Media Management at PBS, and currently working on incorporating machine learning and semantic technologies into the transition to cloud-based media supply chains.  She has previously worked on enterprise-wide metadata and media management strategy, standards and best practices and the encoding and repurposing of archival collections for organizations such as HBO, Viacom, WWE, the Getty Research Institute, and the UCLA Film & Television Archive.