- Architect and maintain a multi-region Databricks on AWS workplace, enforcing "secure by default" networking via customer-managed VPCs, PrivateLink, Transit Gateway, and strict IAM cross-account roles.
- Design the underlying infrastructure for Generative AI, including configuring MLflow for model governance, Databricks Vector Search for RAG applications, and GPU-optimized compute clusters for inference.