My research is motivated by exploring a range of challenging scientific problems and developing and applying new computational and data-intensive approaches. I focus on a range of systems problems, often in high performance parallel and distributed computing, with the aim to develop new techniques for scalable and efficient management and analysis of large data. My interdisciplinary research has been applied in several scientific domains, including in biology, earth science, materials science, astrophysics, and archaeology.