That is really interesting to me, what sort of roles did you work in and what was your path? I&#x27;m getting into start-ups now as a coder, and while I went to Penn for undergrad, it was liberal arts. I&#x27;d love to loop back into academia if possible, and I&#x27;m wondering what sort of path you took? Thanks :)