At Amazon, I architect data infrastructure for Stores Gen AI and developed an AI-native workflow that automates the pipeline lifecycle from schema generation through documentation. The shared platform supports 10+ teams and serves 3,000+ users with governed data and real-time insights.
At Amazon Prime Video, I managed a team of Data and Business Intelligence Engineers and directed a migration to an Apache Iceberg and Apache Spark lakehouse, cutting historical backfills from months to days. Earlier, at Wayfair, I architected a real-time streaming platform and directed a migration of legacy pipelines to GCP; at Virgin Pulse, I led a Tableau implementation that served 1,500+ users.

