This one-day conference offers a thorough technical expertise focused on embedded boards and modules for industrial and edge applications. Industry professionals will present keynotes, technical deep-dives into board-level design, and practical talks covering real-world development concerns. Emphasizing System-on- Modules, SBCs, and COMs, the event will look at the newest in edge artificial intelligence integration, security, and processor architectures.

(7:55 AM - 8:15 AM PDT) Making Models Useful: Post Processing and Model Cascading at the Edge
Presented by Jim Bruges, Senior Engineer, Edge Impulse

Intelligence starts with inference, but value comes from acting on it. In this session Jim, a Senior Engineer at Edge Impulse, will explore methods and architectures for building functionality on top of edge AI models to build efficient and effective intelligent IoT systems. Topics will include post-processing, model cascading and vision language models for IoT devices.