Or science fair projects were actually about... Well science. As in the scientific method. As in actually coming up with a hypothesis and conducting an experiment.
If you just want to build something there are tins of hobby electronic projects online and in wired that only take a few bucks of components and dime basic knowledge. I wouldn't consider it a science experiment though that's more just a lab.