Design, build, and maintain production CI/CD pipelines and cloud infrastructure to deploy and operate machine learning models at enterprise scale. Implement IaC, containerized workloads, monitoring, and automation in AWS (SageMaker emphasis), collaborate with cross-functional teams, and mentor junior engineers to improve platform reliability and operational maturity.

Lead client-facing full-stack Java development, mentor teams, design solutions, promote engineering best practices (Agile, DevOps, CI/CD, TDD), and deliver enterprise software using modern cloud, container, and JS frameworks.