Pengfei Li
Senior MLOps Engineer at HPC-AI Tech
Beijing, China
Summary
👤
Senior🎓
Top SchoolPengfei Li is a Senior MLOps Engineer based in Beijing with 8–9 years of software development experience spanning LLM inference acceleration, AI infrastructure, e-commerce, and digital banking. He has progressed from core engineering roles at WeBank and Shopee to AI full-stack development and backend R&D leadership at IDEA and Kingsoft Office, and now focuses on productionizing ML systems at HPC-AI Tech. Trained at Wuhan University and the University of Science and Technology of China (currently a Ph.D. student at USTC), he blends rigorous academic grounding with practical delivery in high-throughput, low-latency systems. Known for optimizing inference stacks and operationalizing models, he brings both hands-on kernel-to-service expertise and team leadership across fast-moving product environments.
8 years of coding experience
8 years of employment as a software developer
Master's degree, Computer Application Technology, Master's degree, Computer Application Technology at University of Science and Technology of ChinaBachelor's degree, Computer Science and Technology, Bachelor's degree, Computer Science and Technology at 武汉大学
Chinese, English
Github Skills (13)
knowledge-graph9
compression8
gpu7
optimization7
pytorch7
machine-learning7
mixture-of-experts6
deep-learning6
inference6
distributed-training3
deepspeed3
data-parallelism2
python1
Programming languages (1)
Github contributions (5)
pengfei-luo/multimodal-knowledge-graph
Jul 2022 - Dec 2022
A collection of resources on multimodal knowledge graph, including datasets, papers and contests.
Contributions:2 reviews, 10 commits, 3 PRs in 4 months
knowledge-baseknowledge-extractionknowledge-graphmultimodal-learning
pengfei-luo/CRMSystem
Oct 2018 - Oct 2018
Contributions:18 commits, 14 pushes, 2 branches in 12 days
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