Build and operate end-to-end AI-native production systems connecting agents, data pipelines, workflows, payments, and operations. Lead backend, data infrastructure, cloud deployment, CI/CD, monitoring, incident handling, and AI application development (LLMs, RAG, agents). Translate ambiguous business goals into technical plans and collaborate across engineering, product, and cross-border teams.