Lead AWS architecture across multiple projects, owning cloud solution design, infrastructure, security boundaries, data platforms, and AI integrations. Establish Infrastructure as Code and engineering standards, conduct code reviews, mentor developers, estimate work, and guide agile teams. Translate technical trade-offs into business value, document designs, assess deliverables before deployment, and support production-grade delivery using serverless, data, and machine learning technologies.