That's a 20+ mile drive that can take anywhere from 30 minutes to an hour. The quote from Uber is reasonable.
To the best of my knowledge, there is no "shuttle" service.
The NAS has shuttles to the Cordova Mall area for the cadets on-board, but you'd have to get to NAS, find a way to board a shuttle, and then find your way from the mall to the airport.