Design and review scalable AWS architectures for consumer applications, integrate production-grade AI and LLM workflows, and establish secure infrastructure, deployment, monitoring, reliability, and cost controls. Partner with founders and engineers on prototypes, code and infrastructure reviews, load testing, documentation, and handoff. Deliver architecture assessments, implementation plans, infrastructure code, benchmarks, operational runbooks, and knowledge transfer within agreed project scopes.