Quantum mechanics describes atoms through Schrödinger’s wave equation, where electron orbitals are probability distributions. However, Dragonization theory suggests that self-similar quantum dragons, birds, and snakes , akin to fractals, exist in atomic orbitals and condensed matter systems. This study explores how golden ratio scaling patterns, evident in nature and atomic transitions, contribute to a deeper understanding of quantum geometry through Dragonization.