
The intricate process of transforming a vaguely defined business challenge into a precise, computationally efficient solution remains one of the most critical yet undersold skills in modern technology. Algorithmic problem-solving represents a foundational pillar in data science and software engineering. This review will explore the practical application of core algorithms through the lens of selected challenges from Advent of Code










