I wonder if he would have been caught if instead of buying Amazon directly, he bought an index fund that has them? I think Amazon makes up something like 3% of some of the Vanguard index funds.
I assume that the guy bought some type of short term options on Amazon to bet on rising/falling stock prices. I don't think buying an index fund, even with insider information, would allow for such massive profits.