Own the architecture and delivery of production AI and machine-learning systems for enterprise clients. Lead engineers, build cloud data pipelines, develop causal and predictive models, create mathematical optimization engines, and integrate generative or agentic AI solutions. Serve as the technical face of client engagements through executive presentations, technical reviews, governance documentation, and delivery oversight. Ensure code quality, testing, reproducibility, auditability, privacy, and responsible use in regulated environments.