 At Advanced Radio Engineering, Rai pioneered the D5 Chip technology, which enables neural network convergence in telecom devices with the in-built chip to access networks across multiple wireless standards at speeds of up to 100 Mbit/s.He worked on AI network convergence since early days.Rai was considered a part of the next wave of millennial Entrepreneurs after Narayan Murthy and Azim Premji.