Work

My work spans enterprise AI assistants, data platforms, analytics and technical teaching.

Professional experience

Enterprise data platform operations

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

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Near-real-time and event-driven data systems

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

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AI and MLOps delivery automation

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

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Governance-sensitive data integrations

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

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Executive analytics and semantic reporting

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

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Engineering education and enablement

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

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