Peter Goodin
Data Specialist
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolPeter Goodin is a data specialist and PhD-trained computational neuroscientist with 11+ years applying statistical, ML and signal-processing methods to clinical, time-series, image and tabular datasets. He has led neuroimaging and wearable-sensor projects for hospitals and research institutes, built analysis pipelines and databases, and delivered applied ML for stroke and seizure detection as well as heart-health signal consulting. Comfortable across SQL/NoSQL, Python, R, Matlab and cloud tooling, he blends hands-on model development with data infrastructure and MLOps experience from academia to industry. He also teaches data science and has designed psychometric and VR experiments, reflecting a rare mix of rigorous research, product-oriented development and instructional practice. Outside core work he’s exploring VR product design and ways to scale organisational data maturity — and quietly trying to improve his notoriously bad guitar playing.
11 years of coding experience
17 years of employment as a software developer
Diploma Liberal Arts and Sciences/Liberal Studies, Diploma Liberal Arts and Sciences/Liberal Studies at Centre for Adult EducationDoctor of Philosophy (Ph.D) Computational Neuroscience of Major Depressive Disorder, Doctor of Philosophy (Ph.D) Computational Neuroscience of Major Depressive Disorder at Swinburne University of Technology
English, basic german
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
mri5
pipeline5
image-registration5
python3
image-segmentation3
bids3
vscode3
image-processing3
dvc3
electrophysiology3
machine-learning3
stroke3
vscode-extension3
data-science2
preprocessing2
Programming languages (3)
Github contributions (5)
petergoodin/eeg_imagery
Nov 2017 - May 2021
Contributions:5 pushes, 1 branch, 1 comment in 3 years 6 months
petergoodin/ga_ds101
Aug 2017 - Sep 2018
Contributions:11 commits, 9 pushes, 1 branch in 1 year
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