My expertise and research interests are focused on developing efficient computational models and methods, mathematical formulations, and rigorous statistical techniques for problems at the intersection of computational, biological, and clinical sciences. With decades of training as a core computational scientist, I build robust, reproducible, and interpretable models that are inspired by, grounded in, and driven by core biological knowledge.