Masanari Kimura
Research Fellow at University of Melbourne
Australia
Summary
👤
Senior🎓
Top SchoolMasanari Kimura is a Research Fellow in statistics and information geometry at the University of Melbourne with over a decade of experience bridging theoretical statistics and practical machine learning. He holds a PhD in Statistical Science and a rigorous background in mathematical statistics and probability, and his research centers on the differential-geometric structure of probability manifolds to deepen theoretical understanding of ML and statistical procedures. Prior roles span industry research and engineering—designing and deploying ML systems (Python, C/C++, PyTorch/TensorFlow, AWS, NVIDIA Jetson) and investigating interpretability and internal neural network structure at institutes and companies like Ridge-i, AIST and ZOZO Research. He combines hands-on implementation experience with formal theory, publishing actively (see Google Scholar) and sharing insights publicly via social media, reflecting a rare mix of production-focused engineering and deep theoretical expertise.
11 years of coding experience
6 years of employment as a software developer
MicroMasters, Statistics and Data Science, MicroMasters, Statistics and Data Science at Massachusetts Institute of TechnologyDoctor of Philosophy - PhD, Mathematical Statistics and Probability, Doctor of Philosophy - PhD, Mathematical Statistics and Probability at The Graduate University for Advanced Studies
Github Skills (97)
python10
topological-data-analysis10
datasets10
generative10
deep-learning10
ml10
neural-network10
precision-recall10
svn10
geometry10
data-science10
dot10
tensorflow10
shift10
machine-learning10
Programming languages (7)
Github contributions (5)
nocotan/algorithms
Jan 2016 - Mar 2020
Contributions:397 commits, 362 pushes, 1 branch in 4 years 2 months
nocotan/dotfiles
Jan 2016 - Apr 2019
Contributions:342 commits, 314 pushes, 1 branch in 3 years 3 months
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