My research activities focus on the interface between software engineering and deep learning with the goal of improving the robustness, reliability, and dependability of data-intensive software systems. Current interests involve monitoring techniques and automated functional oracles for deep learning-based systems, with a particular focus on autonomous vehicles, and the robustness and maintainability of test suites of modern web applications.