Peng, Andy
Builder, Researcher, Technologist, Advisor.

PNW resident. Engineer, researcher, architect, and advisor. Specializing in large-scale distributed systems and cloud computing.
UTL & Intrapreneur. Building basic services. Has managed, built, and scaled several products 0-to-1 & 10x across various verticals: Amazon Bedrock
(SOTA LLM), S3
, App Runner
(Serverless Compute, Founding engineer & TLM), Fargate, Alexa AI (Healthcare + Conversational AI, Founding engineer of Healthcare domain), Commerce Platform (Scale $110B ARR Bill Run) and cross-product line involvement in SageMaker, Lambda, ECS and Elastic Beanstalk. In charge of multiple company wide privileged and confidential programs. Diverse experience encompassing both technical leadership and people management, including cross-company and multidisciplinary organizations collaborations.
Reviewer for top tier conferences (ICML and ICLR etc.), and program committee member for Non-Profit Organizations in the open-source space, such as the Linux Foundation and CNCF. Guest lecturer and mentor at the University of Washington’s Foster School of Business.
Research Areas (current): AI + ML, LLM Inference, Model Evaluation and Benchmark, Containers, Serverless Compute & Virtualization, Open Source.
Fan of Orca, Pickleball, Seattle Kraken, Seahawk, Kosaku Shima, Lorde, Quentin Tarantino, Herman Melville.
Collecting magnets and mugs.
Be concise, be curious, be real, and building primitives.
[Links]
News
Selected Publications
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LLM
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Service
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Mentor
- UWash. Foster School of Business Undergraduate; Master of Science programs 2024 academic year
- AWS AI/ML Mentor Scholarship Program 2024
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Program Committee / Reviewer
- ICML (International Conference on Machine Learning) 2025
- ICLR (International Conference on Learning Representations) 2025 Workshop SCI-FM
- KubeCon + CloudNativeCon India 2024, North America 2024, Europe 2024, China 2024, North America 2023, Europe 2023
- PyTorch Con 2024
- Open Source Summit India 2025, North America 2025, Europe 2024, China 2024, North America 2024, Europe 2023
- Open Source GenAI & ML Summit Japan 2024, China 2024, Europe 2024
- Southern California Linux Expo 2025, 2024, 2023 (Cloud Native; Open Source AI and Applied Science)
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Staff
- KubeCon + CloudNativeCon North America 2019 - 2021
- CVPR 2024, NeurIPS 2019
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Guest Speaker
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Recruiting Team - Technical Interviewer
- Grace Hopper Celebration 2021, 2020