Auckland Transport Analytics Modernization
Architecture and delivery support for enterprise analytics modernization, including SAP BusinessObjects to Power BI migration and Snowflake rollout planning.
Consulting data architect and lead data engineer
Cloud data platforms, analytics, and applied AI.
I help teams modernize data platforms, migrate reporting estates, design reliable data models, and build the engineering foundations needed for useful analytics and AI/ML work.
Project Work
Selected engagement-style examples drawn from enterprise data platform, migration, BI, and cloud analytics delivery across transport, utilities, agriculture, media, banking, and public sector domains.
Snowflake Data Platform Enablement
Data platform implementation patterns covering role design, user provisioning, storage integrations, and Snowpipe-based ingestion.
Azure Data Warehouse Migration
Led migration of warehouse workloads from on-premises infrastructure to Azure, including restore, upgrade, cutover, and batch performance tuning.
Latest Notes
Writing about data engineering practice, analytics modernization, cloud platforms, and the move from robust data work into useful AI/ML.
What I Look For in a Reliable Data Platform
A practical checklist for architecture, ownership, freshness, lineage, observability, and reporting trust in modern data platforms.
Moving from Enterprise Analytics Toward Applied AI
How data architecture, modeling, migration, and BI delivery experience transfers into useful AI/ML systems.