The nexus of healthcare and technology has ushered in an era of groundbreaking advancements centered on the augmentation of patient care. Central to this transformation is AI (Artificial Intelligence) and machine learning, which is relentlessly driving the revolution known as personalized healthcare. This deep dive explores these technologies' multifaceted roles in tailoring healthcare to individual needs.