Chen Xia
Member Of Technical Staff at Cohere
California, United States
Summary
👤
Senior🎓
Top SchoolChen Xia is a machine learning and software engineer with nine years of experience building efficient model and data infrastructure across research and production settings. Currently a Member of Technical Staff at Cohere focusing on model efficiency, he previously led training, optimization, and data pillars for behavior ML at Nuro, shipping multi-accelerator training and fleet-aware model optimizations. With a CMU LTI master's and NeuLab research on robustness in neural MT, he blends strong academic foundations with hands-on systems engineering. Comfortable across research, cloud, and embedded fleet contexts, he has a track record of turning ML research into production-grade, resource-conscious deployments. Based in California, he brings a practical focus on efficiency trade-offs that often go unnoticed until scale exposes them.
9 years of coding experience
6 years of employment as a software developer
Bachelor of Engineering - BE Computer Software Engineering, Bachelor of Engineering - BE Computer Software Engineering at Tongji UniversityMaster's degree Language Technolgies Institute Computer Science, Master's degree Language Technolgies Institute Computer Science at Carnegie Mellon University
Github Skills (31)
pytorch10
dynet10
llama10
inference10
tpu10
amd10
llm10
mlops10
llmops10
xpu10
cuda10
transformer10
gpt10
machine-learning7
deep-learning7
Programming languages (3)
Github contributions (5)
Stanforxc/Machine-Learning
Aug 2016 - Nov 2018
Contributions:9 pushes, 1 branch in 2 years 3 months
CXIAAAAA/vllm
Dec 2024 - Mar 2025
A high-throughput and memory-efficient inference and serving engine for LLMs
Contributions:13 pushes, 3 branches in 3 months
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