GetYourGuide Tech Blog

How We Extended Our Open Source ML Platform to Support Real-Time Inference

5 January 2022 Machine Learning Theodore Meynard
Machine LearningReal-Time InferenceModel ServingArchitectureMLOpsKubernetes
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Summary

Describes how the GetYourGuide ML platform was enhanced from batch inference to support real-time model inference, including the motivations, architectural updates, and tools used to serve models efficiently.

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.