Do I need prior flying experience for pursuing Aeronautical Engineering?

Not at all. You do not need any prior flying experience to go for a degree in Aeronautical Engineering. The field is about the design and development aspect of aircraft and other flight-worthy vehicles and not the flying aspect per se. Pilot Training courses cover that part in depth. For Aeronautica