Biology is currently experiencing an imaging revolution, with automated microscopes and new imaging modalities generating increasingly detailed images. However, these advancements also entail large datasets, which require new computational approaches to tackle. I am developing the tools needed to extract and analyze the data from these images. My goal is to use the resulting data to advance our understanding of cell biology by studying the patterns underlying cellular behavior and computational modeling.
Below are some of the projects that I am currently working on.