J2 Ventures cofounder and managing partner, Alex Harstrick, told CNBC his fund backed Mesa Quantum in part because of the founders' extraordinary technical background.

Agrawal recently attained a doctorate from the University of Colorado, in an elite program affiliated with the National Institute of Standards and Technology. Her research has focused on quantum information, computing and gravity.