The most random stereotype every is that asians can't drive.
My parents are decent drivers...although I can sort of see where some of this stereotype comes from. In a lot of big asian cities, people use taxis instead of driving. In Beijing, it is uncommon to own a car, just because of traffic issues. (let me point out that the people driving the taxis in asian cities are mostly asians too...)
But hey, if I crash into a stop sign, I can just blame it on my small asian eyes. lol. JK JK.