Takumi Matsuzawa

Postdoctoral Researcher at Cornell University

City of Ithaca, New York, United States
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Summary

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Senior
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Takumi Matsuzawa is a postdoctoral researcher and experimental physicist with nine years of experience harnessing advanced instrumentation, machine learning, and large-scale data pipelines to probe complex fluid and biological systems. At Cornell he studies biomolecular condensate dynamics as a Schmidt Science Fellow, building on a PhD at the University of Chicago where he designed multi-camera, pulsed-laser volumetric acquisitions for turbulence and built a >20k-line Python library that reduced terabytes of raw imagery to manageable statistical datasets. He combines hands-on hardware engineering with computational depth—developing a CNN-based optical-flow estimator for particle image velocimetry and mentoring students in ML-driven vortex dynamics and 4D visualization. Comfortable across experiments, simulations and code, he brings a track record of turning intractable data volumes into actionable science and an eye for transferable methods spanning fluid dynamics and biophysics.
code8 years of coding experience
job8 years of employment as a software developer
bookBachelor of Arts (B.A.), Physics and Chemistry, Bachelor of Arts (B.A.), Physics and Chemistry at Kalamazoo College
bookDoctor of Philosophy - PhD, Physics, Doctor of Philosophy - PhD, Physics at University of Chicago
languagesEnglish, Japanese, German
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Stackoverflow

Stats
21reputation
2kreached
1answer
1question
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Github Skills (36)

image9
jupyterlab9
jupyter-notebook8
jupyterlab-extension8
notebook8
image-processing8
jupyter8
cosmology7
random-walk7
diffraction7
python7
fenics7
vtk7
hydrodynamics6
jupyter-widget6

Programming languages (6)

TypeScriptCTeXJavaScriptJupyter NotebookPython

Github contributions (5)

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tmatsuzawa/library

Sep 2017 - Dec 2020

Standard library for my research
Contributions:65 commits, 20 PRs, 49 pushes in 3 years 3 months
standard-library
tmatsuzawa/tflow

May 2019 - Jan 2023

Contributions:152 commits, 147 pushes, 3 branches in 3 years 9 months
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Takumi Matsuzawa - Postdoctoral Researcher at Cornell University