At Sportradar, I architected and implemented MLOps automation that helped teams develop training pipelines independently and cut model time-to-production from weeks to days. I also drove a dataset management system that introduced versioning, data lineage, and materialization pipelines, reducing time spent on data by 70%.
I developed a computer vision annotation tool and established annotation storage systems at Sportradar, reducing campaign costs and annotation defects. Previously, I led teams delivering microservices at Rydoo and helped build a B2C gaming platform at FlyCow Games.
