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[Music] [Applause] [Music] our next speaker is a data scientist at return-path and holds a degree in mathematics from the University of Colorado Denver please join me in welcoming Sasha Michelle and thank you all thanks for coming Im excited to talk to you guys today Ill be talking about data product life cycles and how to empower data science teams to own building and and data product solutions I will talk a little bit about the technology and the packages that are mentioned in my outline but the presentation has kind of evolved to focus a lot more on the process so hopefully well get some good content out of that and have some good takeaways so Ill start with telling you guys a little bit about return-path were an email intelligence company we have a lot of vast data resources that get us great email data which gives us insight that allows us to help our customers optimize their emailing mark email marketing programs to solve problems like sending the right content to the right