The book I usually use for reference is "Schneider Trophy Racers," by Robert S. Hirsch. But indeed it has little about the pilots other than naming them, typically, unless they were specifically involved in flight testing, modifications, unusually adventuresome flying, etc. Other than a few Jimmy Doolittles, I think most were comparative journeymen about whom few biographical details survive.