Tao Yu
Co-Founder at GGV Capital
California, United States
Summary
🤩
Rockstar🎓
Top SchoolTao Yu is a machine learning and NLP-focused founder and research scientist with 8 years of experience building production-grade generative AI and multimodal platforms. He has led LLM training, scalable alignment and RLHF efforts as co-founder of 01.AI and now co-founds a stealth AI startup while advising through GGV Fellows. Prior to founding ventures, he architected Meituan’s LLM and multimodal platform from 0 to 1 and drove deep learning projects at Google on Assistant/Bard and smart home products. Tao combines rigorous academic grounding from Carnegie Mellon and Stanford programs with hands-on startup execution and a knack for shipping high-impact research into product. An uncommon thread in his career is repeatedly bridging large-scale research models with practical alignment and deployment pipelines. Based in California, he focuses on applying state-of-the-art ML to products that serve humanity.
8 years of coding experience
12 years of employment as a software developer
Stanford LEAD Professional Certificate , Stanford LEAD Professional Certificate at Stanford University Graduate School of BusinessBachelor of Engineering (BE) Computer Science, Bachelor of Engineering (BE) Computer Science at Zhejiang UniversityMaster of Science (M.Sc.) Computer Science, Master of Science (M.Sc.) Computer Science at Carnegie Mellon UniversityGraduate Certificate Artificial Intelligence, Graduate Certificate Artificial Intelligence at Stanford University
English
Github Skills (65)
jupyter10
starcraft10
reinforcement-learning10
jupyter-notebook10
amazon10
machine-learning-models10
inference10
aws10
openai-gym9
computer-vision9
image-processing9
python9
sagemaker9
mlops9
deep-learning9
Programming languages (5)
Github contributions (5)
yunzhe-tao/amazon-sagemaker-examples
Jun 2019 - Mar 2021
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Contributions:2 PRs, 3 pushes in 1 year 9 months
sagemakeramazon-sagemakerdeep-learningreinforcement-learningamazon
yunzhe-tao/sagemaker-rl-container
Mar 2021 - Apr 2021
A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.
Contributions:4 PRs, 35 pushes, 1 branch in 1 month
sagemakerreinforcement-learningdockermachine-learningdockerfiles
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