At Shopify, I co-designed Sandworm’s MySQL and Yugabyte extraction layer for large-scale BigQuery backfills, supporting more than 3,000 tables and improving smaller-table extraction time by 93%. I also reduced YugabyteDB assembly runtime from 14 hours to 21 minutes and made ETL jobs resumable after transient failures.
Previously at Microsoft and AWS, I led documentation-quality tooling across 250 repositories, built Azure CI/CD templates that saved $325,000 per month, and architected RDS high-availability workflows that reduced operational escalations by 85%.

