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Fully-in-Snowflake data pipeline: native transform (Streams+Tasks+Stored Procedures, Dynamic Tables), Dynamic Data Masking governance + RBAC, and a transfer audit log. Moves data from SQL Server/Oracle/files into Snowflake. Standalone CLI, verified live.
reference snowflake ingestion patterns: streams and tasks, and dynamic tables with scd2 and deduplication. provisioned with terraform, plus a dbt sandbox.
Real-time data warehousing using Snowflake Streams & Tasks for incremental change propagation, Snowpipe for automated ingestion from S3/Azure Blob, and dynamic warehouse management for cost governance. Stack: SQL · Snowflake · Python