My research program studies Voronoi entropy and the symmetry of fractal point sets. In plain terms, I measure how the order and disorder in a pattern shift when the symmetry of its generating structure is varied as a controlled parameter. The current work has yielded two notable findings: the pattern's entropy shifts abruptly and sharply at the moment symmetry breaks, and the distribution of cells settles into a constant asymptotic structure.

The same idea — that coherence and cohesion are measurable properties — drives my applied work too. As an applied venture growing out of that research, I founded IsReal: a system that assesses the material and contextual coherence of images, helping people decide, at the decisive moment, whether they can trust what they see.