Arnaud Pouppeville Architect’s Notebook
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Production ML

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Production ML Without a Data Science Team
Machine Learning

Production ML Without a Data Science Team

How a martech company shipped production ML with no data science team. Silver layer, AutoML, delta inference, and matchback validation to prove it works.
11 Apr 2026 7 min read
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Arnaud Pouppeville Architect’s Notebook © 2026
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