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Jamie Whitacre has more than 10 years of experience in scientific computing systems, informatics, data science, and data analysis. Her specialties include integrating research data and systems, streamlining data pipelines, and educating users about data workflows and tools. Jamie was a member of the Jupyter team 2016-2017 and regularly teaches on the topic as part of the Live Online Training program on Safari (www.safaribooksonline.com).