# Douglas Shapiro > Expert AI and Start-Ups Operational Leadership / ex-Clarifai, ex-Gartner, ex-IMF, Kellogg MBA ## Offerings - Video call (15 min): $100.00 ## Example Questions - How can I rapidly improve the (Financial/GTM/Operations) at my start-up? - What should I consider as my start-up strategy is shifting? - How does some part of the AI ecosystem / stack fit in the broader AI economy? ## Links - [Expert profile](/DouglasShapiro) - [Avatar](https://media.intro.co/avatars/1702726la26r8r9.jpg) - [Marketplace](/marketplace)