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yeah so iamp;#39;ll start with an intro and bio and of course the description of myself iamp;#39;m a white male iamp;#39;m sitting in foggy san francisco this afternoon i hope everyoneamp;#39;s having a great day um so as brian mentioned iamp;#39;m a data engineer at snowflake iamp;#39;ve been working for snowflake for about three years first as an intern and then converted full time thankfully my focus primarily is on data transformation and reverse etl primarily you know implementing frameworks that other teams can kind of use to do these things and my fun fact about myself is i used to play volleyball for stanford and i thought iamp;#39;d share a moment uh of you know the last time i presented to a large crowd uh i got hit in the face by volleyball but in front of about three to five thousand people so hopefully this goes a little bit better than that oops playing that again cool so iamp;#39;m just going to start with covering what weamp;#39;re like the agenda for todayamp