My research interests:
Currently I am developing statistical models and Bayesian methods of
inference in systems
biology. The field has recently been able to measure the levels of
proteins in individual cells through flourescence
microscopy (pictured on the right). In this image, one protein is
indicated by a red color and another by a green color. The abundance
of yellow cells indicates these proteins are being expressed simultaneously.
The models we are developing are non-linear,
multivariate processes representing the stochastic dynamics of
cellular protein networks at the single cell level.