Do I get to select my expert?

If you have worked with an expert before, you can request that expert again. Otherwise, the Unity Live Help matchmaking algorithm finds you an expert with the relevant skills within your budget.  

See How do I connect with an expert I previously interacted with? to learn more about connecting with experts you have already worked with.