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Building a next-generation hybrid data pipeline architecture that combines the power of Microsoft Fabric, Azure Cloud, and Power BI. This pipeline is engineered to tackle the challenges of real-time data ingestion, multi-layered processing, and analytics, delivering business-critical insights.
Migrate a legacy RDBMS to a cloud warehouse and prove not a single row or dollar drifted. Layered cross-engine reconciliation, in-engine checksums, then row-level pinpointing that names the exact columns, keys, and $ of drift - that gates cut-over in CI. Emits annotated Snowflake DDL. SQLite→DuckDB, Python.