Siwei Cui
Applied Scientist at Amazon Web Services (AWS)
New York City Metropolitan Area United States
Summary
👤
Senior🎓
Top SchoolSiwei Cui is an Applied Scientist at Amazon Web Services’ Agentic AI team in the NYC area, specializing in Kiro IDE, RAG, Q customization, and agentic systems. He brings nine years of experience bridging research and product, with a Ph.D. from Texas A&M focused on program analysis for compilers, blockchain, and LLM inference frameworks. Siwei has a track record of turning static-analysis research into production-ready tooling through multiple AWS internships on CodeWhisperer and CodeGuru and recent work fine-tuning LLMs for static analysis. Comfortable in both academic and industrial settings, he has contributed to systems-level research during a multi-year research assistantship and internships at leading labs. Colleagues describe him as a pragmatic researcher who prioritizes deployable solutions over theoretical elegance. More technical details and publications are available on his CV and personal site.
9 years of coding experience
6 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Texas A&M UniversityBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Shandong University
Github Skills (44)
python10
acceleration10
machine-learning10
numpy10
deep-learning10
gpu10
neural-network10
gpu-acceleration10
solidity9
reference-implementation9
blockchain9
autograd9
tensorflow9
tensor9
wormhole9
Programming languages (5)
Github contributions (5)
jncsw/se-deadlines
Mar 2022 - Dec 2022
Contributions:34 commits, 28 pushes in 9 months
jncsw/TestGithub
Feb 2018 - Aug 2020
Contributions:2 PRs, 8 pushes, 4 branches in 2 years 6 months
testing
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