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How nib scales ML and conversational AI workflows

Discover how nib created scalable and efficient model training using dynamic CI/CD pipelines.

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Dom Sammut from NIB Insurance presenting a webinar on scaling Machine Learning and Conversational AI workflows using Buildkite
Recorded on
January 29, 2024
Length
20 minutes

In this webinar (originally presented at Buildkite's Unblock conference), Dom covers nib's approach to building consistent and high-quality models for use in their AI assistant, nibby. In particular, Dom talks about:

  • Using specialized models to scale nibby across their website, mobile, app, and phone system.
  • Versioning models with Rasa and Buildkite to roll back changes with confidence.
  • Dynamically generating pipelines at runtime to avoid unnecessary retraining cycles.
  • Displaying model training results in digestible formats on each build.

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