The proper way to fix unconscious bias is blind hiring, at least until the final stage. I know a bunch of people with CS degrees in the Unix world and they can't program, I know a bunch of people without them who can.

The only test of skill is a test of skill. Blindly ask them both to make a thing, leave them alone for forty minutes to make it, and see who makes it better.