At Interpublic Group / Omnicom Group, I architect and own production data infrastructure for a cross-channel advertising analytics platform on Snowflake and BigQuery. It processes tens of millions of rows daily and supports trusted reporting and self-service analytics.
I built ingestion and transformation pipelines that bring social, search, programmatic, and ad-server data into standardized dimensional and fact models. By tuning SQL, improving incremental processing, restructuring workflows, and redesigning models, I reduced pipeline runtime by approximately 90%.
I engineered reusable dbt models with automated testing, documentation, and CI/CD, and established Dagster orchestration standards for Dockerized batch and streaming workloads. I also implemented data quality, monitoring, freshness, alerting, and reconciliation frameworks.
As engineering lead for the SearchHub analytics & ML platform, I partnered with Product, Analytics, and source-system owners to turn reporting and ML requirements into scalable schemas and governed data products. Earlier, I productionized the Memphi machine-learning platform at 5Element Analytics and worked in systems and network administration.
