The only reliable final test will be a black box test suite that takes your model, executes it in a sealed environment and gives you a grade back, potentially with a performance break down by subject.

No telling companies what the questions look like, what the output format is, what topics are covered, so that there’s no room to make up synthetic data to interpolate from.