At Zalando, I optimized the seller communications GMV pipeline for billing, reducing final data mart calculation time from two hours to 15 minutes. I also implemented event-driven delivery of competitor GMV data, cutting delays from three hours to 30 minutes.
Previously, at Bank of Ireland, I improved Spark reporting pipelines, reducing one runtime from two hours to 40 minutes. At NEWROLE.AI, I designed a Kimball-methodology data warehouse layer and introduced automated dbt model testing, with more than 20 test triggers before production.

