I am a VLSI Master’s student at the University of Michigan. I am currently working as a graduate student research assistant in the M-Bits Research Group on transformer hardware acceleration and spiking neural network algorithms for edge vision. In the past I’ve worked on efficient hardware for machine learning at MemryX and the Wei Lu Nanoelectronics Group.