In this episode of ByteSight, Dr. Manasi A-Ratnaparkhe speaks with Dr. Vinod Gauba, physician entrepreneur and Founder and CEO of GeneVault, about the invisible patient, the person whose biology was never reflected in the data shaping their own care. Drawing on a deeply personal experience with his father’s cancer treatment, Vinod explains why representation bias runs far deeper than ethnicity alone, touching gender, age, and rare disease populations across global healthcare systems. The conversation explores why unmeasured bias is the most dangerous kind, why trust, not just data, is the real infrastructure precision medicine is missing, and what it will take to build a healthcare system that finally serves the patients it has long left out.