Implement automation workflows for MLOps, LLMOps, and application deployment in Databricks. Enhance and maintain integrations for Databricks workspace setup during onboarding. Build reusable automation modules for provisioning, catalog setup, model deployment, and environment configuration. Develop Python automation scripts for Databricks services (Unity Catalog, MLflow, Mozaic AI, Model Serving, Databricks Apps). Build and maintain integrations using AWS services (Lambda, API Gateway). Develop automation workflows bridging AWS and Databricks for deployment, monitoring, and orchestration.