Anyone know of good places to order specific parts to create a kit to make my own custom watch?

I am looking for a simple, un-adorned, blank-face watch. I have a color palette in mind, but want to know if I can even buy the parts to assemble it myself; bands, faces, movement/hands etc.

If possible I'd like to get everything for $150 or so.