Designs, builds, deploys, and operates production software and AI systems on AWS or GCP. Responsibilities include developing backend services and APIs, building RAG and inference platforms, managing Kubernetes and Terraform infrastructure, implementing CI/CD and observability, responding to incidents, and optimizing cloud and GPU costs. The role owns systems throughout their lifecycle while establishing reliability, governance, security, and cost controls for scalable AI capabilities.