Yingbei Tong
Senior Staff Machine Learning Engineer at NVIDIA
California, United States
Summary
👤
Senior🎓
Top SchoolYingbei Tong is a Senior Staff Machine Learning Engineer based in California with a decade of experience building and operationalizing ML systems across startups and enterprise teams. He has deep hands-on expertise in LLM training and fine-tuning, classical ML pipelines, and Python data-science libraries, and has repeatedly delivered production services using Kubernetes, Docker, Kafka, and cloud-native microservices. His career spans roles at NVIDIA, Obot AI, Rancher Labs, and IBM—where he led development of a Log Anomaly Detection component for Watson AIOps—demonstrating strength in both research-driven modeling and scalable deployment. Colleagues describe him as a pragmatic engineer who bridges model development and infrastructure, and his Github bio, "The fool who dreams," hints at a creative drive that propels practical innovation.
10 years of coding experience
8 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Iowa State UniversityBachelor of Science (BS) Computer Science and Technology, Bachelor of Science (BS) Computer Science and Technology at Fudan University
Github Skills (70)
lora10
quantization10
llama10
java10
agent10
peft10
api-documentation10
rlhf10
logging10
openai-api9
monitoring9
fine-tuning9
mistral9
ai9
api9
Programming languages (9)
Github contributions (5)
rancher/opni-nats-wrapper
Jul 2021 - Dec 2022
Contributions:3 reviews, 9 commits, 3 PRs in 1 year 5 months
rubra-ai/tools.cpp
Mar 2024 - Oct 2024
Contributions:13 PRs, 72 pushes, 4 branches in 7 months
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