Check out this video tutorial on how to make use of a miter joint when making window sills. Using this joint is easy, cheap, and gives the illusion of a thick continuous piece of wood . This technique only really requires a table saw which most weekend warriors will have in their arsenal.
I use Cherry hardwood in this video but you can substitute for any wood species you prefer. Happy building!