I am Dr Birupaksha Biswas, MBBS, MD (Pathology), a Consultant Pathologist and Independent Researcher based in Kolkata, India. I previously served as a Senior Resident in the Department of Pathology at Burdwan Medical College and Hospital, West Bengal University of Health Sciences. My research spans molecular pathology, haematopathology, oncopathology, molecular genetics, clonal haematopoiesis, tumour evolution, immunomics and precision medicine. With over 40 peer-reviewed scientific publications and multiple scholarly books, I focus on challenging established diagnostic assumptions, identifying gaps between molecular evidence and clinical interpretation, and developing scientifically testable frameworks. My central research philosophy is straightforward: a molecular finding is not necessarily a diagnosis, an association is not causation, and scientific discovery achieves clinical significance only when it demonstrably improves patient care.