Niall Lyons

"Niall Lyons is a Senior Staff Machine Learning Engineer at Infineon Technologies, where he leads the edge language model development team responsible for pre-training, post-training, and deployment of the breakthrough Nexus model family. His work has achieved 3rd place globally on HuggingFace's LLM Edge leaderboard, demonstrating that sophisticated language models can run on microcontrollers with under 32MB of memory. With a background spanning explainable AI, WiFi systems, computer vision, speech processing, and audio, Niall bridges the gap between ML research and production deployment on resource-constrained embedded platforms. He has published multiple papers across leading conferences and holds 26 filed patents in machine learning and embedded systems. At Infineon, Niall's focus on data-centric AI and hardware-software co-design has enabled AI capabilities on billions of edge devices previously dependent on cloud infrastructure, fundamentally expanding what's possible in industrial IoT, medical devices, and consumer electronics."