Ashley Gillman
Medical Physicist at Townsville Hospital and Health Service
Townsville, Queensland, Australia
Summary
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Rockstar🎓
Top SchoolAshley Gillman is a Medical Physicist with 11 years’ experience applying physical modelling and motion-correction techniques to PET and PET/MR imaging, currently based in Townsville and working on harmonising PET biomarkers across national dementia studies. Her doctoral and postdoctoral work produced novel data-driven PET motion-tracking and reconstruction methods, and she has translated those skills into multi-site biomarker standardisation for AIBL and the Australian Dementia Network. A practical coder and Python enthusiast, she contributes to the popular neuroimaging workflow engine Nipype, improving backend file utilities and test coverage to boost reproducibility. Her portfolio spans Alzheimer’s disease, epilepsy, paediatrics, oncology and infectious disease, and she recently began exploring AI-driven motion management for MRI-guided radiotherapy.
11 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Medical Imaging, Doctor of Philosophy (Ph.D.), Medical Imaging at The University of QueenslandThe University of SydneyBachelor of Engineering - BEng (hons), Electrical and Electronics Engineering, Bachelor of Engineering - BEng (hons), Electrical and Electronics Engineering at James Cook UniversityYear 12 Certification, Year 12 Certification at Ignatius Park College
Stackoverflow
1,769reputation
231kreached
21answers
13questions
Github Skills (21)
python10
testing10
workflow-engine10
neuroimaging10
brain-imaging9
file-manipulation9
dataflow9
dataflow-programming9
unit-testing9
pytest8
big-data8
data-science8
emacs6
screen-shot6
interpolation6
Programming languages (16)
Github contributions (5)
nipy/nipype
Sep 2016 - Mar 2018
Workflows and interfaces for neuroimaging packages
Role in this project:
Back-end Developer & QA Engineer
Back-end Developer & QA EngineerContributions:16 commits, 9 PRs, 39 comments in 1 year 5 months
Contributions summary:Ashley primarily contributed to the backend functionality of the neuroimaging workflow engine. They focused on enhancing file manipulation utilities, including adding functionality to copy related files and introducing a more robust method for finding related files. They also implemented and expanded unit tests, specifically testing the functionality of new features and edge cases in the file manipulation module, demonstrating a focus on code quality and reliability. Furthermore, the user addressed issues related to graph visualizations within the workflow engine.
workflowneuroimagingpythondata-scienceworkflow-engine
ashgillman/nixpkgs
Mar 2016 - Feb 2024
Nix Packages collection
Contributions:41 pushes, 17 branches in 8 years
nixosnix-packages
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