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Thinking at the edge of structure

Writing on digital analytics, marketing technology architecture, and the systems that shape how we live and work.

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Commentary, theory, and professional reflection across analytics and territories beyond.

Some Idle Thoughts on AI

Ethical considerations aside, where I have long found myself fundamentally against the disrespectful and extractive ways in which AI has been developed and its models…

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Don’t Say “Engineer”

Fun thing about professional regulations in Canada, at least outside of Alberta: I can’t call myself an Analytics Engineer or an aspiring Data Engineer, though…

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About the Author

An analytics engineer
with a mind for systems
that make an impact

I work at the intersection of marketing technology, data infrastructure, and the information economy.

This site is where those two registers meet — practical, architectural, and unapologetically theoretical.

Adobe Experience Platform Web SDK / XDM Adobe RTCDP CJA Adobe Analytics
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