Karin Schoefegger is a math geek turned Product Manager. She is currently working as a Product Manager for Google Research on natural language understanding after leading ML based products at Google Assistant, YouTube and working at startups N26 (for smarter banking) or Pixsy (finding and fighting copyright violations). In her talk she'll talk about lessons learned building ML based products. This talk is for anyone working with or in product teams (designers, product managers, legal staff, public relations, marketing, CEOs, ...) who is interested in learning more about what's special when building machine learning based products and what you need to know to manage your stakeholders well. Engineers may know the basics, but could find the product perspective still very interesting. Looking forward to having you join us with Karin!