Own and operate qlub’s production data platform across ingestion, dbt modeling, BigQuery, Airflow, ClickHouse, GCP infrastructure, data quality, and CI/CD. Build reliable pipelines, optimize performance and cost, troubleshoot production issues, establish engineering standards, and mentor data engineers. Explore practical applications of LLMs and agents for data discovery, monitoring, and troubleshooting while maintaining secure, maintainable systems.