Peilun completed his B.Eng. degree in Electrical and Electronic Engineering at Nanyang Technological University in Singapore in 2014. Then he worked as a research engineer at the Institute for Infocomm Research in Singapore for a year. He completed a Master's degree in the Boyden lab working on new strategies for optical connectomics. He then moved on to the PhD program at Boston University.