Amber Liu

Amber Liu is a senior system software engineer at NVIDIA, focusing on edge AI and large language model applications. She works closely with customers and partners in China to enable LLM use cases across autonomous driving, AI cockpit, and robotics, helping teams build production-ready edge AI systems. As a core contributor to TensorRT Edge‑LLM, she drives the development of high‑performance inference solutions that bring state-of-the-art large language models to embedded platforms.
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Posts by Amber Liu

Developer Tools & Techniques

Accelerating LLM and VLM Inference for Automotive and Robotics with NVIDIA TensorRT Edge-LLM

Large language models (LLMs) and multimodal reasoning systems are rapidly expanding beyond the data center. Automotive and robotics developers increasingly want... 6 MIN READ