I completed my medical residency from Presence Saint Joseph Hospital Resurrection Health System, Chicago, IL. I was awarded the best graduating medical resident and Jerome F Strauss Jr Award during the medical residency for the outstanding skills in educational efforts. I have presented my abstracts in all the major US conferences including AHA, Chest, ATS, SCCM. I have a biostatistical background with expertise in big database research.