Physician, scientist, and global health researcher in pulmonary medicine and infectious lung disease. Epidemiologist with experience in policy, outcomes research, and modeling working at the intersection of technology and healthcare. Consultant with special expertise in the evaluation and validation of new technologies (particularly those that use AI) to improve access to quality healthcare globally