Martingale Strategy doomed to failure in trading: there is fundamental difference between gambling vs speculating. That applies in long run, as any idiot can have a fairly long string of wins, regardless of the strategy.
I double down once in a while, but since my initial risk isn't that great, I'm comfortable doing so.
Doubling down infinitely would not be as smart. And particularly so if initial risk is already high.

