Peng, Andy 彭
Builder, researcher, technologist, advisor. 构建者、研究者、技术专家、顾问。
Builder, researcher, technologist, advisor. 构建者、研究者、技术专家、顾问。
Practice 在做的事
Ten years at Amazon — founding engineer, tech lead, people manager. Took products from zero to one and scaled them by orders of magnitude: generative AI (Bedrock, SageMaker AI), conversational AI (Alexa AI), and large-scale distributed systems (App Runner, Fargate, S3). Builder's Journey → 亚马逊十年 —— 创始工程师、技术负责人、工程经理。主导产品从 0 到 1，并推动数量级的规模扩展：生成式 AI（Bedrock、SageMaker AI）、对话式 AI（Alexa AI）、以及大规模分布式系统（App Runner、Fargate、S3）。构建者之旅 →
On the research side of the same work: Workshop Co-Chair at NeurIPS 2025, programme committee and reviewer for NeurIPS, ICML, ICLR and KDD, and co-author of DeepSeek in Practice. 同一份工作的研究一侧：NeurIPS 2025 Workshop Co-Chair，NeurIPS、ICML、ICLR、KDD 程序委员会与审稿人，合著 DeepSeek in Practice。
Current research interests: agents, evaluation, post-training, alignment and interpretability. 当前研究兴趣方向：Agent、评估、后训练、对齐与可解释性。
Ambassador at CNCF, under the Linux Foundation, and community lead for Cloud Native Seattle. Programme committee across Open Source Summit, KubeCon + CloudNativeCon and PyTorch Conference — multiple years, multiple regions. Linux 基金会旗下 CNCF Ambassador，Cloud Native Seattle 社区负责人。多年、多地担任 Open Source Summit、KubeCon + CloudNativeCon、PyTorch Conference 程序委员会。
Fellow at Fusion Fund and resident expert at the AI2 Incubator, advising early-stage AI companies on architecture, evaluation and what is worth building. Fusion Fund Fellow，AI2 Incubator Resident Expert，为早期 AI 公司在架构、评测与「什么值得做」上提供顾问支持。
Guest lecturer at the University of Washington, Foster School of Business — graduate courses on generative AI and cloud computing. Mentor to engineers and graduate students, and course judge across four MSIS and MBA courses. 华盛顿大学 Foster 商学院客座讲师 —— 生成式 AI 与云计算研究生课程。为工程师与研究生提供辅导，并担任四门 MSIS / MBA 课程的评审。
Selected work 部分作品
Endorsements 行业背书
“Andy's insider perspective and technical expertise on the latest advancements in Generative AI significantly enriched our classroom experience.” 「Andy 以业内人士的视角和对生成式 AI 前沿进展的技术专长，极大地丰富了我们的课堂体验。」
“I know I can count on Andy to provide support in community endeavors as well as initiate relationships to make open source even stronger.” 「我知道在社区事务中总能得到他的支持，他也会主动牵线搭桥，让开源生态更加强大。」
Get in touch 联系