I'm a complete "Non-woodworker" and still managed to throw that together in just a couple of evenings (and still had all twenty-one appendages intact[8D]). I had a jig-saw and a drill and borrowed a chop-saw and circular saw from a coworker. The chop-saw was a god-send so beg, borrow, or steal one from anybody you know.

Good luck