You can get all the washers, screws and nuts from Specialty Fasteners Fyshwick (http://www.specfast.com.au/) for under $15.
You can get all your threaded and smooth rods from Herzog Steel. It is $2 per meter and $1.50 per cut. They can also get you your square and rectangular plates for a couple of bucks.