Gavin Uberti is the Co-Founder and CEO of Etched. At Etched, he is building ASICs for the Transformer architecture, which give an order-of-magnitude more throughput than generic AI ASICs. Prior to founding Etched, Gavin built compilers for OctoML, where he wrote matmul kernels for the Apache TVM compiler. He led work to rewrite the Cortex-M convolution kernel, achieved state-of-the-art results with it on MLPerf Tiny, and guest lectured at Columbia University and TinyML.