Books
2025
DeepSeek in Practice: From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM Amazon US Packt Website
Authors: Andy Peng, Alex Strick van Linschoten, Duarte Carmo
Packt
Writings
2025
Amazon SageMaker AI introduces EAGLE based adaptive speculative decoding to accelerate generative AI inference HTML
Authors: Andy Peng, Kareem Syed-Mohammed, Ram Vegiraju, Vinay Arora, Xu Deng, Siddharth Shah, Johna Liu, Anisha Kolla
Artificial Intelligence
2022
Horizontal Auto Scaling in Serverless Containers HTML
Author: Andy Peng
Enabling AWS X-Ray tracing for AWS App Runner service using AWS Copilot CLI HTML
Authors: Yang Wanxian and Andy Peng
Containers
Tracing an AWS App Runner service using AWS X-Ray with OpenTelemetry HTML
Author: Andy Peng
Containers
Invited Talks
2025
LLM Native Primitives: Next Golden Path Event Page
Keynote Speaker: Andy Peng (Amazon)
Hosted by Xu Chen (Associate Professor at University of Washington, Director of Boeing Advanced Research Collaboration at UW)
UW AI & Robotics Data Summit 2025
Boeing Advanced Research Center, University of Washington
State of Open Source LLM HTML Event Page
Keynote Speaker: Andy Peng (Amazon)
Packt GenAI Summit 2025
2024
GenAI 茶话会 Rednote Post
Panelists: Andy Peng (Senior Research Engineer, AWS Bedrock), Xiaopeng Li (Senior Applied Scientist, AWS NDGE Science), Raphael Shu (Senior Applied Scientist, AWS Bedrock)
SMILE: Seattle Amazonian Chinese League
2023
Myth-Busting Tech Trends HTML
Panelists: Andy Peng (Amazon), Morgan Zion (CEO, Alpha Girl Club), Caroline Williams (Founder, The Do Good Only Company)
Moderator: Padmaja Vrudhula (VP Industry Vertical Workload Solutions, Snowflake)
Seattle Women in Tech Regatta 2023
The open-source community at AWS: containerd and Envoy Tweet
Presenters: Andy Peng (Sr. Engineer, AWS), Phil Estes (Principal Engineer, AWS)
KubeCon + CloudNativeCon Europe 2023
2022
Guest Lectures
2024
Transforming AI: Modern Business Redefine Linkedin Post
Guest Lecturer: Andy Peng (Amazon)
MSIS 549 (2): Machine Learning and Artificial Intelligence for Business Applications
University of Washington
New Era of Generative AI and Building in the Cloud UW Foster MSIS Post Linkedin Post
Guest Lecturer: Andy Peng (Amazon)
Hosted by Léonard Boussioux (Professor, University of Washington - Foster, Allen CSE). Co-present with Jay Bartot (Affiliate Professor, University of Washington and Partner, Madrona Venture Labs)
MSIS 547 (2): Managing in the Era of Cloud Computing
University of Washington