Daniel Müller-komorowska
Postdoctoral Researcher at Okinawa Institute of Science and Technology Graduate University (OIST)
Okinawa Prefecture, Japan
Summary
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Senior🎓
Top SchoolDaniel Müller-komorowska is a postdoctoral researcher at OIST with a PhD in Neuroscience from the University of Bonn and a decade of experience probing hippocampal memory, spatial navigation and reinforcement learning through spiking neural network models. He combines hands-on electrophysiology and intracellular recordings with production-grade data engineering—building pipelines and analyzing neuronal time-series using Python, R and dimensionality-reduction toolkits—to turn noisy biological data into testable computational hypotheses. His toolset spans NEURON simulations and PyTorch for model work, scikit-learn/scanpy for single-cell analyses, and visualization with Matplotlib/Seaborn, reflecting fluency from low-level signal processing to large-scale modeling. Based in Okinawa, he also brings cross-domain curiosity in climate solutions, having contributed code to deployable decarbonization tools, which complements his translational focus on brain disorders.
10 years of coding experience
3 years of employment as a software developer
Bachelor of Science - BS, PSYCHOLOGY, Bachelor of Science - BS, PSYCHOLOGY at University of ColognePhD (Dr. rer. nat.), Neuroscience, magna cum lauda (0.9), PhD (Dr. rer. nat.), Neuroscience, magna cum lauda (0.9) at The University of Bonn
English, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (54)
simulation10
atmosphere10
electrophysiology10
parameter-estimation10
climate-change10
greenhouse10
bayesian-inference10
computation9
sustainability9
climate-model9
pytorch9
pattern9
python9
machine-learning9
climate-science9
Programming languages (5)
Github contributions (5)
SFB1089/adamacs
Sep 2021 - Jul 2022
Architectures for data management and computational support. This is the central database architecture for the collaborative research center of the SFB1089.
Contributions:88 commits, 4 PRs, 63 pushes in 10 months
database
barisckuru/phase-to-rate
Jun 2022 - Aug 2023
Contributions:1 release, 1 PR, 31 pushes in 1 year 2 months
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