Maximilien Breughe

Maximilien Breughe is an engineering manager and software engineer at NVIDIA, where he works on AI inference systems and edge AI technologies. He has a background in deep learning libraries such as FlashInfer and cuDNN, and holds a PhD in Computer Architecture focused on performance simulation techniques. Maximilien is especially interested in building practical, high-performance AI systems that bridge research and real-world deployment.
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Posts by Maximilien Breughe

Agentic AI / Generative AI Sep 16, 2026

TensorRT Edge-LLM Completes the MLPerf Edge Agentic Benchmark 6.4x Faster on Jetson AGX Thor

AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through... 7 MIN READ
Developer Tools & Techniques Mar 12, 2026

Build Next-Gen Physical AI with Edge‑First LLMs for Autonomous Vehicles and Robotics

Physical AI is rapidly evolving, from next-generation software-defined autonomous vehicles (AVs) to humanoid robots. The challenge is no longer how to run a... 7 MIN READ