Architect end-to-end ML infrastructure across pipelines, serving, monitoring, and governance.Lead deployment of forecasting engines, optimization solvers, and NLP models.Design CI/CD workflows using Azure Pipelines, MLflow, and Databricks.Implement model registry, versioning, lineage, and audit compliance capabilities.Build model-drift monitoring systems and retraining automation.Me