Karpur is a Ph.D. student at the Brown University School of Engineering, specializing in the study of geometric phenomena in quantum systems. His research encompasses conformal field theory, quantum thermodynamics, and quantum information processing, with an emphasis on linking deep theoretical concepts to practical computational challenges.

At Nettle, Karpur leverages his theoretical background to support the creation of mathematically rigorous, efficient AI systems. His work focuses on applying abstract physical theory to advance the fields of computation, information science, and intelligent system design.