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Katharine Jarmul is a Principal Data Scientist at ºÚÁÏÃÅ Germany and author of the recent O'Reilly book . Previously, she has held numerous roles at large companies and startups in the US and Germany, implementing data processing and machine learning systems with a focus on reliability, testability, privacy and security.

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She is a passionate and internationally recognized data scientist, programmer, and lecturer. Katharine is also a frequent keynote speaker at international software and AI conferences.