Vinayak Gokhale

Vinayak Gokhale#

Vinayak Gokhale is a software engineer at AMD and the lead architect of the AITER-Triton backend. He leads a team developing and optimizing high-performance Triton and Gluon kernels for AITER, AMD’s ML operators library. His work spans the full stack, from kernels to production serving, integrating AMD’s software with LLM frameworks including ATOM, vLLM, and SGLang. These kernels deliver out-of-the-box performance across a wide range of frontier models.

Posts by Vinayak Gokhale

https://rocm.blogs.amd.com/artificial-intelligence/mlperf-inference-v5.1/README.html