2025-06-14 · 1 min read

Streaming Delivery Observability

Apache Spark Azure SQL Server Python Power BI Docker

Event-driven telemetry platform for a high-volume messaging service used by retail banks. Idempotent webhook ingestion with schema validation at the boundary, micro-batched to object storage, status-reconciled in Spark and served with sub-ten-minute freshness.

Gave operations the SLA evidence trail that provider credit claims had previously been argued without.