Yatao Bian
Zurich, Zurich, Singapore
Summary
👤
Senior🎓
Top SchoolYatao Bian is a machine learning researcher with nine years of experience bridging academic rigor and applied AI, holding a doctoral focus in machine learning from ETH Zürich. He has deep hands-on expertise in Python, PyTorch, and TensorFlow and a track record of building federated learning systems—having designed FedAvg-style algorithms and a low-level TensorFlow simulation for decentralized LSTM training during a Google research internship. His background in computer vision and pattern recognition from Shanghai Jiao Tong University complements his work on distribution drift and mobile-network simulation for realistic decentralized datasets. Based in Zurich with international roots in Singapore and China, he combines theoretical research chops with practical system-building, often working at the intersection of privacy-preserving learning and scalable training infrastructure.
9 years of coding experience
5 years of employment as a software developer
Doctoral student in Computer Science machine learning, Doctoral student in Computer Science machine learning at ETH ZürichM.S.Eng. machine learning, M.S.Eng. machine learning at Shanghai Jiao Tong University
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (9)
command-line9
jekyll8
energy6
cil6
information-theory4
generalization4
deep-learning3
machine-learning3
jupyter2
Programming languages (4)
Github contributions (5)
bianan/decentralized-ai.net
May 2018 - Mar 2019
Contributions:3 commits, 11 pushes, 1 branch in 9 months
bianan/non-submodular-max
Jun 2017 - May 2019
Contributions:2 pushes, 1 branch in 1 year 11 months
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