Shirley Wu is senior director of software engineering at Juniper Networks, with extensive experience utilizing big data and open-source technologies. Shirley is the lead data engineer behind the Marvis AI-driven self-driving network solution. She oversees the Marvis Data Science team to expand Marvis intelligence to enterprise end-to-end networks. Prior to Juniper, she led the effort to develop a machine learning infrastructure at Salesforce.org, and was a data architect at Niara, which was acquired by Aruba, a Hewlett-Packard Enterprise company. Shirley received her MS in Computer Science from the University of Maryland.