Research Projects
This page provides a concise overview of my ongoing and completed research projects in biostatistics, clinical data science, and applied statistical modeling. Each project card links to a dedicated page where a fuller methods/results write-up will be added.
Collaborative project comparing sequential and joint modeling strategies to impute longitudinal laboratory data with visit-level informative missingness.
Research project assessing how consistently probing pocket depth is recorded across closely timed periodontal exams in electronic dental records.
Master thesis project on dynamic risk prediction for clustered survival data with longitudinal signals, motivated by repeated periodontal measurements in clinical settings.
Practicum project using cognitive assessment data to identify data-driven dementia profiles and support clinically meaningful subtype interpretation.
Undergraduate research project on Bayesian inference for inverse Gaussian observations, with focus on CV-based reparameterization and prior construction.
Research analyst internship project focused on cleaning and analyzing COVID-19 surveillance data to support outbreak response and policy decisions.