- Design and operate production data pipelines across a layered (bronze/silver/gold) data platform
- Solve incremental sync and stream processing challenges as data volume and account count grow
- Build regional data architecture that respects data residency and PII boundaries
- Design production systems, orchestration, and deployment mechanisms for data science models
- Ensure platform infrastructure, observability, scalability, and operational reliability