The platform combined ingestion, normalization, persistence, caching, and analytical workflows around sports data.
Engineering focus
The interesting problems were less about one algorithm and more about keeping multiple data flows consistent while maintaining useful freshness and predictable service behavior.
Client and data-provider details are intentionally generalized.