Dr. Khalil, Chief Commercial Officer and co-founder of GNS Healthcare, is a technology entrepreneur and physicist with a vision of transforming medicine into a discipline that is quantitative, predictive, and patient‐centric via big data analytic approaches. She co‐founded two big data companies, Via Science and GNS Healthcare, and is the co-inventor of the proprietary computational engine that underpins both entities. She trained in theoretical physics at Cornell University, and has more than 11 years of experience in “big data” analytics for healthcare, medicine, and the life sciences. She has led several key foundational collaborations with providers, pharmaceutical companies, foundations, and government agencies. Dr. Khalil’s expertise spans applications in drug discovery, drug development all the way to treatment algorithms that can be applied at the point of care.