Lin Sun

Lin Sun is a Senior Member of Technical Staff (SMTS) at AMD, where she focuses on advancing high-performance AI solutions. Her work spans accelerating large language model (LLM) frameworks, GPU kernel programming, and building efficient LLM applications and agentic workflows. With a strong passion for bringing high-performance AI to developers and enterprises, Lin is dedicated to enabling cutting-edge innovation on AMD’s GPU platforms.

Posts by Lin Sun

From Ingestion to Inference: RAG Pipelines on AMD GPUs

Build a RAG enhanced GenAI application that improves the quality of model responses by incorporating data that is missing in the model training data.

October 02, 2025 by Lin Sun, Anuya Welling, Fabricio Flores, Eliot Li, Yao Liu, Phani Vaddadi, Vish Vadlamani

Coding Agents on AMD GPUs: Fast LLM Pipelines for Developers

Accelerate AI-assisted coding with agentic workflows on AMD GPUs. Deploy DeepSeek-V3.1 via SGLang, vLLM, or llama.cpp to power fast, scalable coding agents

September 30, 2025 by Lin Sun, Yao Liu, Phani Vaddadi, Vish Vadlamani