Haewon Jeong develops theoretically grounded tools for trustworthy and reliable machine learning systems by drawing ideas from different fields, such as information theory, statistics, machine learning, and distributed systems. Her thesis established important foundations on how to apply coding theory to building reliable large-scale computing systems.