AI and data solution design: Architect AI, machine learning, Generative AI, analytics, data pipelines, model deployment, and AI-enabled applications, including the onboarding and operationalization of suitable use cases.
Integrate agent workflows with FAM 2.0 data and analytics components, including Redshift, Glue and PySpark, and build and maintain the data preparation and feature-engineering processes needed for AI and ML workloads
Change & Release Management: Plan and coordinate AI product and platform upgrades, model version rollouts, patching, and configuration changes across environments with differing maintenance windows and approval forums. Manage the end-to-end release process for on-premise deployments, including offline and air-gapped update bundles, registry mirrors, signed artefacts, alongside hardware dependencies such as GPU drivers, firmware, and version compatibility.