As a data scientist from Chicago with a Polish-American background, I've audited RNG systems at three gaming firms and discovered that perceived 'luck' is just a statistical illusion. In this piece, I break down how casino odds are engineered—not random, but meticulously calibrated to exploit player psychology. My analysis reveals why the 'hot streak' is a myth, and how 'free bets' are designed to extend play while lowering true win probability.