Develop F# (or C#) with Visual Studio and deploy into Docker on CoreOS is the bright, bright future that is rapidly becoming a reality. See you later IIS, I've hated every moment dealing with you.
Heck, no need for nginx - just self-host using OWIN and push the web-hosting concern up a layer to be mainly one about load balancing and handling deployments.