Nationality usually refers to the country of citizenship, not a geographic continent. If you were born in Saudi Arabia, your nationality would be Saudi Arabian. Saudi Arabia is indeed in Asia, so you could be considered Asian in the context of geography. However, Asian is often associated with East Asia or South Asia, so people might not immediately understand if you identify as Asian coming from Saudi Arabia. It is more precise to say you are from the Middle East or West Asia.