James Wilson
ML Engineer

James Wilson

James is our MLOps specialist, turning research models into reliable production systems. He's obsessed with reproducibility, monitoring, and ensuring models actually work in the real world.

Background

James was an early MLOps engineer at Spotify, where he built the model deployment pipeline serving personalization features to 400M users. He holds a Master's in Software Engineering from KTH Stockholm and is a maintainer of two popular open-source MLOps tools.

Expertise

MLOpsModel ServingDockerKubernetesMLflowCI/CDMonitoring

Selected Projects

  • Danske Commodities — Built the backtesting framework and model deployment pipeline
  • ImmobilienScout24 — Implemented the sub-50ms model serving architecture
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