Build, deploy, operate, and monitor cloud-native services on AWS or Azure. Develop reliable software, infrastructure, automated tests, and CI/CD workflows; debug production systems using logs and metrics; review AI-generated code; participate in architecture, requirements, and agile discussions; and communicate work status professionally with clients.