My research involves the development and application of high throughput methods in molecular and computational biology in order to characterize cellular regulatory circuits. The main research question I focus on is how do cells, carrying identical genetic information, express different genes as the result of their exposure to different environments. To this end, I develop novel molecular techniques, computational models, and statistical machine learning algorithms to extract insights from high-throughput experiments aimed at cellular decision-making. I believes that understanding these regulatory mechanisms will allow us to better diagnose, treat, and even prevent the onset of diseases that are the result of genetic mis-regulation, as in the case of cancer.