How to Play the Early Big Stack

I have had some trouble handling a big stack when I accumulate early with AK or AA. I double up to somewhere around 1700-2000 early, but it always eventually widdles down and im down to minus ten blinds on the bubble with 4or 5 left and its like, whats the advantage to doubling through early? any tips on these particlar sitauations?