Holly has been in the security industry since 1997. She's held roles in many types of disciplines, such as product and program management, incident response, communications, and, for the past few years, data science. She started working for Microsoft in 2010. Currently, she is a Principal Research Manager for the Windows Defender Antivirus Research team. Her team of researchers and data scientists apply machine learning, automation, and other next generation capabilities to malware detection.