Research scientist and open-source developer at the crossroads between machine learning, applied mathematics and high-performance computing. My role at L2F, a research-driven startup based at EPFL Innovation Park, is to bring theoretical insights in topology, geometry and abstract algebra to bear on concrete problems via efficient software implementations.