Dwith Chenna is an experienced research and development professional specializing in algorithm development and optimization in computer vision, deep learning and edge AI. With a strong background in creating advanced, performance-critical perception systems, Dwith excels at optimizing deep learning models for resource-limited hardware accelerators. In his current role at AMD, he plays a crucial role in promoting the adoption of AMD’s machine learning inference solutions, ensuring a smooth customer onboarding experience and delivering high customer satisfaction. He is key in enabling the productization of end-to-end AI inference solutions on AMD’s CPUs, NPUs and embedded devices by working closely with developers and collaborating with sales, marketing and R & D teams. Dwith’s responsibilities include evaluating embedded algorithms for performance and accuracy, driving key performance metrics and developing comprehensive onboarding materials such as use cases, tutorials and methodology documents.