Uncovering and Addressing Hidden Biases in Machine Learning Algorithms — Artificial Intelligence (AI) has become an integral part of our lives, influencing everything from our daily routines to major decision-making processes in fields like healthcare, finance, and criminal justice. However, as AI systems continue to advance, a pressing concern emerges: the pervasive issue of bias in AI algorithms.