As a Brooklyn-born coder with Indian roots and Irish discipline, I thought Aviator was just another gambling app—until my models failed. This isn't about winning. It’s about the math breaking under pressure. I tracked volatility, RNG patterns, and my own overconfidence. Here’s what actually happened when I stopped chasing bets and started studying the system.