Data Engineering: Data Lake Architecture, Data Warehouse Design, ELT/ETL Frameworks, CDC Implementation, Medallion Architecture, Metadata Management, Data Modeling, Data Governance, Data Migration Strategy, Parquet & JSON Processing.
Infrastructure as Code: Terraform, AWS CloudFormation, AWS Service Catalog.