Fu-ming Guo
Chief Architect AI ML at Visa
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolFu-ming Guo is a Chief Architect in AI/ML with 11 years of industry experience and a strong research pedigree spanning MIT-IBM Watson, Google DeepMind, and multiple top-tier product teams. He specializes in natural language understanding and efficient deployment of large DNNs—delivering papers like a BERT ICLR work and practical systems that scaled to billions of users at Evernote and Baidu. At Visa he accelerated pre-training by 20x through custom CUDA, NCCL, and 4D parallelism and designed an extreme-efficiency MoE payment foundational model, reflecting an uncommon blend of algorithm-system co-design. Equally fluent in Java, Python and C++, he ships production-grade ML on TensorFlow, PyTorch and JAX across GPUs, TPUs and SageMaker. Beyond engineering, he has 10+ publications and domain fluency in finance (Bloomberg-certified), enabling him to bridge ML research, productization and industry-specific constraints.
11 years of coding experience
9 years of employment as a software developer
Graduate Certification Economics and Data Science, Graduate Certification Economics and Data Science at Massachusetts Institute of TechnologyBachelor of Engineering - BE Electrical Engineering and Computer Science, Bachelor of Engineering - BE Electrical Engineering and Computer Science at Nankai UniversityPhD candidate Computer Science, PhD candidate Computer Science at University of MarylandMaster of Science - MS Electrical and Computer Engineering, Master of Science - MS Electrical and Computer Engineering at Northeastern University
Spanish, English, French
Stackoverflow
1reputation
0reached
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Github Skills (71)
metal10
representations10
opencl10
science10
cpu10
ranking10
javascript9
tvm9
gpu9
deep-learning9
computer-science9
machine-learning9
gpu-programming9
react9
vulkan9
Programming languages (6)
Github contributions (5)
elphinkuo/lightDroid
Jul 2014 - Nov 2021
Contributions:31 commits, 2 pushes in 7 years 5 months
elphinkuo/tvm
Sep 2021 - Jun 2023
Open deep learning compiler stack for cpu, gpu and specialized accelerators
Contributions:1 PR, 3 pushes, 1 branch in 1 year 8 months
cpugpu-programminggpu-accelerationtvmdeep-learning
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