You can make profit from this scenario if you are fast enough to deposit>withdraw>buy>sell>withdraw>sell>repeat.
lol. I think a lot of people have the same idea. and I have also been thinking of making a profit from the price difference
but i think you can't currently quickly buy bitcoin across multiple exchanges at once