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well thank you so much itamp;#39;s good to be here so Iamp;#39;m actually also like well gonna be talking about fast iteration and Ramp;amp;D but luckily not talking about our whole infrastructure but instead a little more on how to think about designing pipelines to be able to iterate rapidly so what weamp;#39;ll what Iamp;#39;m so thereamp;#39;s only 15 minutes right so thereamp;#39;s a ton of stuff to go into so rather than go into everything just gonna start motivating it with some concrete examples focusing a little more on this concept of how to make compute fast in order to answer more questions and then kind of talk at a very high level about how smart reuse and a couple other things enable that so yeah like people said Iamp;#39;m Jeff hi I think Iamp;#39;ve always put a hand waving emoji on my slides now so I have to keep doing it I worked at Council and then that was acquired by myriad and over time Iamp;#39;ve been very focused on analytical pipeline sort of upgrad