Brandon Shibley
Edge AI solutions engineering lead at Edge Impulse (a Qualcomm company), specializing in deploying and optimizing machine learning models for edge devices and helping organizations build practical edge AI systems.
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Mar 25, 2026 • 47min
AI at the Edge is a different operating environment
Brandon Shibley, Edge AI solutions engineering lead at Edge Impulse (Qualcomm), helps deploy and optimize ML on constrained devices. He explains what counts as edge in 2026. He contrasts tiny specialized models with large cloud LLMs and shows how cascades save power. He covers real-world constraints like latency, power, privacy, and how tooling and hardware advances make practical edge AI possible.
