Arnaud Pouppeville Architect’s Notebook
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Machine Learning

A collection of 2 posts
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
Natural-Language Search Over Image Libraries: RAG Architecture
Artificial Intelligence

Natural-Language Search Over Image Libraries: RAG Architecture

How to make thousands of images searchable in plain language without CLIP: RAG architecture using vision at ingest, hybrid search, and custom retrieval glue.
05 Apr 2026 8 min read
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