Shirley Wu has extensive experience utilizing big data and open-source technologies to architect and implement machine-learning solutions. She is the architect who designed and implemented the Marvis AI-driven self-driving network solution and currently leads the Marvis data science team to expand Marvis intelligence to enterprise end-to-end networks. Before Mist, she led the effort to develop a machine-learning infrastructure at Salesforce.org. Prior to that, she was a data architect at Niara, a startup that utilized data science and machine learning in cyber security, which was acquired by Aruba, a Hewlett-Packard Enterprise company. She developed the foundational work to support Niara's User and Entity Behavior Analytics (UEBA) solution. Shirley received her MS in Computer Science from the University of Maryland.