> I don’t have enough experience with large scale systems.

I'm frustrated for you. This is a dumb reason to say no to someone. "Large systems" are a solved problem and i dont think anyone is working on some system that cant be handled. I work at one of this scale companies, there's nothing special about, people jerking them selves off.