Senior Research Manager
CurrentI lead research projects in collaboration with industry and academia to solve difficult problems related to design, machine learning, and advanced manufacturing. Most recently we have focused on applying deep learning to solid models, the pervasive CAD format used to design almost all manufactured objects. Together with collaborators from MIT, Brown University, and UCL we published numerous papers on this topic at CVPR, ICML, and SIGGRAPH. Our hope is to enhance future CAD tools with predictive capabilities that free designers from mundane tasks and support creative exploration.Previously we collaborated with NASA JPL to design and manufacture an interplanetary lander to aid in the search for life beyond earth. Numerous media outlets covered the story, including Fast Company, which called our lander design 'the most complex generative design ever made'.