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welcome everyone thank you for coming my name is Paul Codding Im on the product management team at EMR hey Im um you know I am a BMC lead on the Apache hoody project awesome and so today were really here to help you better understand the specific types of use cases that Apache hoody can help you solve were gonna walk through how hoody works and how its been used in production over for over four years to help them solve some of their data management challenges and well start by outlining some of the traditional use cases that are hard to solve without a solution like hoody well talk about the kind of motivating use case at uber and what led them to create the project and then well talk about the architecture exactly how does hoody work how do you actually manage you know data using hoody and so lets start by going through some of the existing use cases that are just a challenge to to solve today without a framework like Apache hoodie so for those of you naudi ins that may not b