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all right welcome everyone to the second week of our ml for protein engineering seminar series today we have the honor of having francis arnold mobile laureate advisor to the amongst many other things to introduce our speaker john francis thanks kevin and actually id just like to thank you very much for organizing this seminar series it was a great idea and uh excellent service to the community so im im um grateful to be here to introduce bruce whitman the second speaker in this great series and bruce just happens to be a member of my laboratory at caltech he completed his undergrad degree in chemistry and biochemistry at washington university in saint louis and then after that spent two years in the south san francisco branch of intrexon where he helped develop their high throughput dna construction pipeline contributing automation dna sequencing and software solutions so hes doing his phd in bioengineering at caltech where hes been developing machine learning tools to do a good