Dr Humphrey Obie is a Research Fellow in the Faculty of Information Technology, Monash University, where he collaborates closely with the HumaniSE Lab and OVIS lab. Humphrey has tackled problems in several domains as a data scientist, software developer, and researcher. His key interests include human-centric software engineering, human-centric IoT and smart cities, value-based software engineering, information visualisation and visual data storytelling.