I am female but my dad had an abdominal aortic aneurysm. Does this mean I will?

Possibly. Aneurysms are caused by hypertension, atherosclerosis, and at some time, a weakness in the arterial wall. There are genetic problems which can lead to arterial wall weakness, and there can be a genetic predisposition for developing aneurysms.