Heat oil in a med. skillet over med heat.
Meanwhile, blend egg, banana, milk, and vanilla in a blender until smooth.
Soak each piece of bread in banana mixture, then cook in hot oil 2-3 min on each side or until cooked through and browned on each side.
Top with nuts and syrup.