Guy Pozner
Guy Pozer is an accomplished ML Software Engineering Team Lead at Mobileye, where he works on accelerating the ML lifecycle. His main areas of expertise lie in the optimization of the neural network training process, with a keen interest in everything from hardware acceleration to research process optimization. Guy leads the development of an SDK that empowers data scientists at Mobileye to research and deploy their solutions to Mobileye’s SOC. He is passionate about integrating the speed of system-level programming languages into the Python ecosystem. His work is a testament to his commitment to pushing the boundaries of what’s possible in the realm of machine learning.
Sessions
Mobileye accelerates ML development with multi-modal datasets using Python, Parquets, and Daft. We will cover dataset formats, Daft’s capabilities, its usage examples, and its integration into Mobileye's cloud-native architecture.