
Worked on the GoogleCloudPlatform/DataflowTemplates repository to deliver end-to-end SQL Server (MSSQL) Change Data Capture (CDC) support for the Datastream-to-BigQuery pipeline. Developed features enabling real-time ingestion of MSSQL data into BigQuery, including schema discovery via the Datastream API, Avro format processing, and type conversion mappings. Enhanced metadata handling by correctly populating the _metadata_lsn field and improved code reliability through expanded unit test coverage and CI refactoring. Updated documentation and templates to reflect SQL Server support, merging related branches for maintainability. Utilized Java, SQL, and data engineering skills to accelerate analytics and reduce data latency for stakeholders.
April 2026: Delivered end-to-end SQL Server CDC support for the Datastream-to-BigQuery pipeline in GoogleCloudPlatform/DataflowTemplates, including metadata extraction, schema discovery, and type conversion. Implemented stable metadata handling (including correct _metadata_lsn population) and updated templates/docs for SQL Server as a supported source. Enhanced test coverage and code quality through refactors, formatting, and CI improvements.
April 2026: Delivered end-to-end SQL Server CDC support for the Datastream-to-BigQuery pipeline in GoogleCloudPlatform/DataflowTemplates, including metadata extraction, schema discovery, and type conversion. Implemented stable metadata handling (including correct _metadata_lsn population) and updated templates/docs for SQL Server as a supported source. Enhanced test coverage and code quality through refactors, formatting, and CI improvements.
2026-03 Monthly Summary: Focused on delivering business value through a key feature expansion in the Datastream-to-BigQuery pipeline, while maintaining quality and measurable impact. Major features/bugs addressed in this month: - Feature delivered: MSSQL source support for the Datastream-to-BigQuery pipeline, including CDC, schema discovery via the Datastream API, Avro format processing, sort key definitions, BigQuery metadata schema, and type conversion mappings. Commit c208d43bef3bb21ecb30d169830d8c6f59feb7c8 documents this work (feat(Datastream): Add SQL Server (MSSQL) source support to Datastream-to-BigQuery pipeline). Major bugs fixed: None reported this month. Overall impact and accomplishments: - Business value: Enables real-time MSSQL CDC data to flow into BigQuery, accelerating analytics, reducing data latency, and improving decision-making capabilities for stakeholders relying on MSSQL data sources. - Technical impact: Implemented end-to-end MSSQL CDC ingestion with schema discovery, type conversion mappings, and Avro processing; aligned metadata schema for seamless BigQuery consumption; improved reliability through Datastream API-driven schema discovery. Technologies/skills demonstrated: Datastream API usage, CDC integration, Avro processing, schema discovery, type conversion mappings, and BigQuery integration.
2026-03 Monthly Summary: Focused on delivering business value through a key feature expansion in the Datastream-to-BigQuery pipeline, while maintaining quality and measurable impact. Major features/bugs addressed in this month: - Feature delivered: MSSQL source support for the Datastream-to-BigQuery pipeline, including CDC, schema discovery via the Datastream API, Avro format processing, sort key definitions, BigQuery metadata schema, and type conversion mappings. Commit c208d43bef3bb21ecb30d169830d8c6f59feb7c8 documents this work (feat(Datastream): Add SQL Server (MSSQL) source support to Datastream-to-BigQuery pipeline). Major bugs fixed: None reported this month. Overall impact and accomplishments: - Business value: Enables real-time MSSQL CDC data to flow into BigQuery, accelerating analytics, reducing data latency, and improving decision-making capabilities for stakeholders relying on MSSQL data sources. - Technical impact: Implemented end-to-end MSSQL CDC ingestion with schema discovery, type conversion mappings, and Avro processing; aligned metadata schema for seamless BigQuery consumption; improved reliability through Datastream API-driven schema discovery. Technologies/skills demonstrated: Datastream API usage, CDC integration, Avro processing, schema discovery, type conversion mappings, and BigQuery integration.

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