GetYourGuide Tech Blog

From Batch to Real-time: The Incremental MLOps Journey at GetYourGuide

20 September 2023 Machine Learning Theodore Meynard
Machine LearningMLOpsReal-Time InferenceCI/CDInfrastructureArchitecture
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Summary

A detailed look at how GetYourGuide evolved its MLOps workflows from batch-oriented systems to production-ready real-time model serving, with ownership boundaries, automated CI workflows, and CI/CD practices highlighted.

Theodore's Context

This article is part of Theodore Meynard's public writing on machine learning, ML platforms, ranking systems, experimentation, data engineering, and marketplace optimization. The canonical article is hosted by GetYourGuide Tech Blog; this local page provides discoverable context and points readers to the original source.