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Antje Barth

Member of Technical Staff at Amazon AGI; co-author of Generative AI on AWS and Data Science on AWS

Antje Barth is a Member of Technical Staff for AI product and developer experience at Amazon AGI, according to Barth's GitHub profile. Barth was previously Principal Developer Advocate for generative AI at AWS and is a co-author of the O'Reilly books Generative AI on AWS and Data Science on AWS. The companion repository for Generative AI on AWS, written with Chris Fregly and Shelbee Eigenbrode, is published under the MIT-0 license and covers prompt engineering, fine-tuning, quantization, RLHF, retrieval-augmented generation, agents and multimodal models.123

Work

  • Generative AI on AWS (book and companion code) (external site: github.com)Open-source code

    Co-author, with Chris Fregly and Shelbee Eigenbrode, of the O'Reilly book; the companion repository, licensed MIT-0, holds code for its 12 chapters, from prompt engineering and parameter-efficient fine-tuning to RAG, agents and Amazon Bedrock.321

  • Data Science on AWS (book)

    Co-author of the O'Reilly book Data Science on AWS; Barth's GitHub pins its companion repository on machine learning with Kubeflow, Amazon EKS and SageMaker.21

Other documented roles

Roles the sources document but that are not confirmed as current.

This profile covers public professional work only, from the sources below. It is not an endorsement or a ranking. To correct or remove it, use the correction form.

Sources · reviewed Oct 13, 2026

  1. 1.
    antje (Antje Barth) on GitHub (external site: github.com)

    GitHub · Official page · accessed Oct 13, 2026

  2. 2.
    Antje Barth — AWS Machine Learning Blog author page (external site: aws.amazon.com)

    Amazon Web Services · Official page · accessed Oct 13, 2026

  3. 3.
    generative-ai-on-aws/generative-ai-on-aws README and license (MIT-0) (external site: github.com)

    generative-ai-on-aws (GitHub repository) · Repository · accessed Oct 13, 2026

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