I think you underestimate the complexity of chip manufacture. You're unlikely to have much success making silicon wafers in your kitchen, and photolithography on such a microscopic scale would be a bit problematic. The investment required would be prohibitive.
It may be possible to find a manufacturer capable of and willing to do small quantities, but then you have a few legal hurdles ahead of you.