Bayesian Analysis of COVID-19 Vaccine Efficacy
Bayesian StatisticsBayesian modeling and mathematical analysis, comparing COVID-19 vaccine effectiveness using statistical inference methods.
Data Science · Clinical Development · Statistics
Statistics and Biochemistry student @ UW
Projects
Isometric EMG Resistance for Accessible Hyperkinesia Control
Neural DecodingLogistic classification of EMG recordings during simulated hyperkinetic twitches, proposing steady isometric resistance as a reliable control input for assistive interfaces.
R-Shiny Dashboard
In ProgressShiny dashboard exploring vaccine coverage (DTP3, MCV1, BCG) against health expenditure trends, with clustering to surface regional and income-based patterns over time.
Experience
Incoming
Amgen (Operational Design Analytics)
Researcher
Oct 2023 – PresentUniversity of Washington (Arce-McShane Group)
Data Science Intern
June – Aug 2025Fred Hutchinson Cancer Research Center
Teaching Assistant
Mar – Jun 2025University of Washington
Behavioral Data Research Assistant
Oct 2023 – Nov 2024Washington National Primate Center
Research
Currently:
I'm working with a PhD student on probabilistic state-space modeling of feeding behavior, using sticky Poisson hidden Markov models to decode latent oral-behavior states from neural population activity.