I am an Assistant Professor in the Department of Computer Science at Johns Hopkins University, core faculty in the Laboratory for Computational Sensing and Robotics, and Fellow of sthe Malone Center for Engineering in Healthcare.
With my group, the ARCADE research group on Advanced Robotics and Computationally AugmenteD Environments, I advance healthcare by creating collaborative intelligent systems that support clinical workflows. Through synergistic research on imaging, computer vision, machine learning, and interaction design, we build human-centered solutions that are embodied in emerging technology such as mixed reality and robotics.
Previously, I was an Assistant Research Professor in Computer Science and postdoctoral fellow in the Laboratory for Computational Sensing and Robotics at Hopkins, and completed my PhD in Computer Science at the Friedrich-Alexander-Universität Erlangen-Nürnberg from which I graduated summa cum laude in 2017. While completing a Bachelor’s in Physics and Master’s in Optical Technologies at FAU Erlangen, I studied at the University of Eastern Finland as ERASMUS scholar in 2011 and joined Stanford University as DAAD fellow throughout 2014.
I have published more than 100 journal and conference articles, and have received numerous awards, grants, and fellowships, including the NIH NIBIB R21 Trailblazer Award. For a comprehensive list of publications, among other things, please refer to either my CV or Google Scholar.
I teach CS482/682 Machine Learning: Deep Learning, CS486/686 Artificial Intelligent System Design and Development, and CS486/686 Interpretable Machine Learning Design. More information on my teaching is available at deep.cs.jhu.edu/.
PhD in Computer Science, 2017
FAU Erlangen
MSc in Optical Technologies, 2014
FAU Erlangen and Stanford University
BSc in Physics, 2012
FAU Erlangen and University of Eastern Finland