Over 8 years of experience in information and cyber security, specializing in threat detection, attacker techniques, threat intelligence analysis, and incident response. At Lacework, developed detections using cloud and Kubernetes data sources, conducted threat hunts and investigations, and authored research based on real threat intelligence. At Google, led efforts to assess and harden network security in the production environment, gaining an in-depth understanding of Google's infrastructure. Highly skilled in software development and team management.