Tammy Butow has worked at Digital Ocean and Dropbox, where she built out infrastructure and managed engineering teams. At both of these companies, the customer base was at a massive scale. At Dropbox, Tammy worked on the database that holds metadata used by Dropbox users to access their files. To call this metadata system simply