Selected technical work

These records use anonymized industries and verified scope. They describe the constraint, my responsibility, the architecture and what changed.

Enterprise data platform operations

Operating and improving a multi-cloud analytics estate processing multi-terabyte workloads through hundreds of pipelines.

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

Moving AI capabilities from internal prototypes into observable, controlled engineering workflows.

Building traceable data pipelines for sensitive forensic, regulatory and healthcare-adjacent workloads.

Connecting operational sources to governed models and decision-focused dashboards.

Teaching data science, machine learning, cloud and data engineering through applied programs and workshops.

Send me the current architecture, the failure or constraint, and the outcome your team needs.