Johann Benerradi
Postdoctoral Researcher at University of Cambridge
Cambridge, England, United Kingdom
Summary
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RockstarJohann Benerradi is a postdoctoral researcher based in Cambridge with eight years’ experience at the intersection of neuroinformatics and software engineering, specializing in machine learning for fNIRS and EEG. He blends academic rigour with practical engineering: his open-source contributions to the widely used mne-python library include new channel-combination functionality, tests, bug fixes and tutorial improvements that enhance EEG/MEG tooling for the community. Comfortable across back-end development and test automation, Johann focuses on reproducible pipelines and robust data processing for neural signal analysis. He brings a researcher’s curiosity and a developer’s discipline, often translating complex signal-processing methods into production-quality code.
8 years of coding experience
Github Skills (15)
testing10
python10
neuroimaging10
numpy9
megaparsec9
data-analysis8
n7
ceph7
ec7
el7
statistics6
visualization6
machine-learning6
visualizations6
scipy5
Programming languages (4)
Github contributions (5)
mne-tools/mne-python
Jul 2020 - May 2022
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Role in this project:
Back-end Developer & Test Automation Engineer
Back-end Developer & Test Automation EngineerContributions:39 reviews, 11 commits, 11 PRs in 1 year 10 months
Contributions summary:Johann contributed to the development of the `mne-python` library by implementing and refining channel combination functionality. Their work involved creating a new function, adding tests, and making code improvements, including the use of f-strings and incorporating suggestions from code reviews. The user also addressed bug fixes and refined existing tutorials. These contributions directly enhance the library's usability and reliability.
visualizationneuroimagingneurosciencepythonstatistics
HanBnrd/NIRSimple
Apr 2020 - Jun 2022
fNIRS signal processing simplified
Contributions:8 releases, 33 commits, 8 PRs in 2 years 2 months
signaldigital-signal-processingconvolutionsimplifiedfnirs
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