Azure Data Lake Storage Gen2, Azure Data Factory, Azure SQL Database or comparable platforms, Microsoft Entra ID, service principals, managed identities, Azure Key Vault, Azure DevOps, Git, CI/CD, Azure Monitor, and Log Analytics. • Microsoft Fabric Data Factory, Pipelines, Lakehouse, Warehouse, OneLake, notebooks, Spark runtime, Dataflows Gen2, Delta tables, Direct Lake, workspace security, deployment pipelines, monitoring, and capacity awareness.