Hyeokhyen Kwon, or Hyeok, earned his Ph.D. in Computer Science from Georgia Tech in 2022. His research focuses on designing efficient, secure, and privacy-preserving machine learning systems on the network edge using distributed on- and off-body sensors to tackle brain health challenges. His applications lie at the intersection of computer vision, speech analytics, ubiquitous computing, and human activity recognition. He has published in top-tiered journals and conferences, such as, CVPR, ICCV, Ubicomp/ISWC, IMWUT, and Sensors. His Ph.D. research received Samsung Ph.D. Fellowship and an Oracle for Research Award, and he was named a finalist in the Gaetano Borriello Outstanding Student Award at Ubicomp/ISWC 2021, as well as a finalist in Oracle for Research Fellow. During his PostDoc at Emory BMI, he also received the Oracle for Research Award.