Edward is an AI/ML tech leader and has built and commercialized cutting-edge AI products end-to-end from scratch. He is also an expert in applied AI/ML for cybersecurity and next-gen cyber defense, including behavioral attack detection, automated security operation, network/application monitoring, and cloud workload security. Edward holds over 30 patents in ML and cybersecurity and is a contributor to the MITRE ATT&CK framework. He previously worked on attack detection using wire data at ExtraHop Networks, and automated binary analysis and software defenses at University of Washington Seattle and UC Berkeley.
