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tonights presenter is Christian Costner he is an associate professor at CMU and hell be talking about software engineer for machine learning enabled systems and Ill let him unmute himself now and introduce himself and get on with the talk all right already ahead of you so you can hear me right yes we can this is a little bit awkward I see nobody Im speaking to an empty room but were trying to make the best of it Ive been teaching this way for the last couple of weeks already so we figured if you have questions try to use the chat or raise your hand I think Colin will try to help I try to keep an eye on the chat and I want to talk about yeah soft engineering for systems that have a machine learning component in them so really system bidding bidding some production systems and how kind of data scientists and software engineers can work together and maybe should work together and I hope this is working yep almost gone second yep so I teach at Carnegie Mellon I kind of have a soft e