Selected work
Four platforms I led, what was broken when I arrived, and what changed. They come from roles I held before founding Millwright Data, so company names are withheld and every figure is one I can stand behind.
- Games
70,000+Cataloging 70,000 datasets across two data platforms
A publisher with several studios and two data platforms had no single place to find a dataset or see where it came from. A structured proof of concept picked the catalog, and the rollout finished early.
Read the case study - Healthcare
$425MThe data foundation behind a $425M acquisition
A fast-growing subscription health business needed governed data under HIPAA, PCI DSS, and SOX. The foundation supported its growth analytics and a $425M acquisition.
Read the case study - Semiconductor
99.8%Keeping ML training pipelines at 99.8% uptime
A semiconductor manufacturer's SaaS MLOps venture needed pipelines that customers could count on. They ran at 99.8% uptime while volumes grew across fabs.
Read the case study - Hospitality
25%Governed reporting across a dozen systems for a resort operator
A resort operator had a dozen marketing and finance systems and no agreed version of the numbers. A governed lakehouse cut report cycles by 25%.
Read the case study
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