Our abstract titled A Novel Algorithm For Early Detection Of Junctional Ectopic Tachycardia In Patients With Congenital Heart Disease’ has been accepted as a poster at the prestigious 10th congress of the World Federation of Pediatric Intensive and Critical Care Societies (WFPICCS20). This work was done with a team I mentored as part of the D2K learning lab and Dr. Parag Jain at Texas Children’s Hospital. We have developed a framework for early detection of junctional ectopic tachycardia, a common form of cardiac arrhythmia in children who have had heart surgery. This framework can help clinicians respond quickly and administer life-saving treatment to patients in JET, whilst also reducing false alarms.