Guangyan Hu
ML Engineer AI infra/inference
- Role
- Amazon
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Guangyan Hu
Currently serving as an ML Software Engineer at Amazon\'s Annapurna Labs, contributing to the development of core components within the Neuron SDK to optimize LLM inference on AWS Trainium chips. With a focus on designing, implementing, and validating mixture-of-experts (MoE) layers using PyTorch XLA and model parallelization, the work emphasizes performance optimization and numerical correctness across accelerator hardware. Over the past 5+ years at Amazon, contributed to impactful projects across advertising systems and AWS QuickSight, including the integration of ML models into auction systems and the launch of ML-powered natural language querying capabilities. Proficient in C++ and C, with a strong background in distributed data processing and efficient ML system design, aiming to empower scalable and efficient machine learning solutions.
Experience
Present
Education
Ball State University
Bachelor's degree cum laude, Computer Science
2008 — 2011
Rutgers University–New Brunswick
Doctor of Philosophy - PhD, Computer Science
2015 — 2020
University of Florida
Master's degree, Computer Engineering
2011 — 2013
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.