Han Peng
Staff Research Scientist at Ant Group
China
Summary
👤
Senior🎓
Top SchoolHan Peng is a staff research scientist and techlead manager with nine years of experience bridging academic deep learning research and production AI at scale. Trained as a physicist (PhD, Oxford), he achieved world-record results in MRI-based brain age and sex prediction and transitioned to industry roles at Google and Ant Group, where he now leads teams building reasoning, coding, and agent capabilities for an open-source multimodal foundation model. His background spans computer vision for automated inspection, LLM agents for data analytics, and scientific software tooling, giving him a rare fluency in both scientific rigor and product-driven engineering. Based in China, he combines hands-on model development, pre- and post-training strategy optimization, and team growth—often applying techniques from experimental physics to data curation and model evaluation.
9 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy (PhD) Condensed Matter Physics, Doctor of Philosophy (PhD) Condensed Matter Physics at University of OxfordBS Applied Physics, BS Applied Physics at University of Science and Technology of China
English, Chinese
Github Skills (77)
rundeck10
diagnostic-tool10
slam-algorithms10
trace10
orb10
jvm10
java10
classloader10
agent10
alibaba10
java-agent10
structure-from-motion10
stereo10
refinement9
computer-vision9
Programming languages (6)
Github contributions (5)
hplegend/algorithmPractice
Nov 2019 - Apr 2024
Contributions:53 pushes, 1 branch in 4 years 5 months
hplegend/arthas
Sep 2019 - Aug 2021
Alibaba Java Diagnostic Tool Arthas/Alibaba Java诊断利器Arthas
Contributions:4 pushes, 1 branch in 1 year 11 months
arthasdiagnosticalibabajavadiagnostic-tool
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.