Francesco Mattioli

Lead Partnerships Engineer · Ultralytics

Francesco Mattioli is Lead Partnerships Engineer at Ultralytics, where he leads technical partnerships and works to make YOLO vision models run seamlessly everywhere, from small sensors and embedded systems to cloud platforms. With a background spanning cognitive neuroscience and machine learning in startups and academia, he focuses on the real-world deployment, performance, and scalability of state-of-the-art computer vision. He has represented Ultralytics at major industry events including CES 2026 and Mobile World Congress 2026 in Barcelona.

Articles

Optimizing YOLO models across CPUs, GPUs, and edge chips

Ultralytics YOLO

How at Ultralytics we make YOLO models faster on your favorite chip

How Ultralytics optimizes YOLO models for speed across CPUs, GPUs, and edge devices. We'll explain chips, memory, and smart techniques like quantization, fusion, and pruning.