Books
2025
DeepSeek in Practice: From basics to fine-tuning, distillation, agent design, and prompt engineering of open source LLM Amazon US Packt Website
by 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
Andy Peng, Kareem Syed-Mohammed, Ram Vegiraju, Vinay Arora, Xu Deng, Siddharth Shah, Johna Liu, Anisha Kolla
2022
Horizontal Auto Scaling in Serverless Containers HTML
Andy Peng
Enabling AWS X-Ray tracing for AWS App Runner service using AWS Copilot CLI HTML
Yang Wanxian and Andy Peng
AWS Blog
Invited Talks
2025
Closing Keynote: LLM Native Primitives: Next Golden Path Event Page
Keynote Speaker: Andy Peng, Amazon
UW AI & Robotics Data Summit 2025
Boeing Advanced Research Center (BARC), University of Washington
Opening Keynote: State of Open Source LLM HTML Event Page
Keynote Speaker: Andy Peng, Amazon
Packt GenAI Summit 2025
2024
Panel Discussion: GenAI 茶话会 Rednote Post
Speakers: Andy Peng, Senior SDE, 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
Moderators: Padmaja Vrudhula, VP Industry Vertical Workload Solutions, Snowflake; Speakers: Andy Peng, Sr. Software Development Engineer, AWS, Morgan Zion, CEO, Alpha Girl Club, Caroline Williams, Founder, The Do Good Only Company
Seattle Women in Tech Regatta 2023
The open-source community at AWS: containerd and Envoy Tweet
Presenters: Phil Estes, Principal Engineer, AWS and Andy Peng, Sr. Software Development Engineer, Amazon
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
MSIS 547 (2): Managing in the Era of Cloud Computing
University of Washington