At SysCloud, I architect a 154 TB, 1,417-database migration from Amazon RDS to an Apache Iceberg lakehouse on S3 Tables, projected to save roughly $500K annually. I designed the AWS Glue and DynamoDB dual-write pipeline, per-chunk integrity checks, and resumable recovery framework to move 126.6 billion rows without customer downtime.
I've also led SQL Server-to-PostgreSQL migrations, built backup integrations for HubSpot, Salesforce, QuickBooks, and Slack, and improved archive-platform performance through partitioning, indexing, materialized-view redesign, and Terraform-based infrastructure automation. My work spans PostgreSQL, AWS, Python, Node.js, and reliable data systems at scale.
