Research Project 3, MISM
Postdoctoral Associate, Duke
I am a Postdoctoral Associate in the Department of Biostatistics & Bioinformatics at Duke University and a member of the Center for Multiscale Immune Systems Modeling (MISM). My research focuses on statistical and mechanistic modeling of complex biological systems, including viral dynamics, host–pathogen interactions, and immune response dynamics.
I develop and apply change-point detection methods, hierarchical mixture models, and stochastic modeling frameworks for analyzing high-dimensional time series and imaging data. Within MISM, my work integrates data-driven statistical inference with mechanistic ODE and CTMC models to study within-host viral dynamics for pathogens such as SARS-CoV-2, influenza, and HIV, and to link individual-level immune heterogeneity to transmission and epidemic dynamics on contact networks.