Near-real-time and event-driven data systems

Designing cloud data flows for operational systems where freshness, resilience and traceability mattered.

Professional scope

Operational applications needed timely data movement between source systems, cloud services and downstream consumers.

I led technical design and implementation across ingestion, processing, reliability controls and deployment.

I designed processing boundaries, retry behaviour, deployment automation and operational checks for data movement and downstream availability.