Matthew Muckley
Member Of The Technical Staff at AMI - Advanced Machine Intelligence
New York, New York, United States
Summary
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Rockstar🎓
Top SchoolMatthew Muckley is a research-focused software engineer with eight years of experience building world models and ML systems, currently a Member of the Technical Staff at AMI after six years as a Research Engineer on Meta’s FAIR team. He has a strong academic foundation with a PhD in Biomedical Engineering from the University of Michigan and a track record applying ML to medical imaging and compression—contributions that include tutorial improvements to the high-profile fastMRI dataset. Comfortable bridging research and engineering, he has worked across hospital research groups and industry labs to move ideas from papers into reproducible code and demos. Known for clarifying complex tooling and documentation, he brings both domain expertise in biomedical imaging and practical product-minded engineering to AI model development.
8 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Biomedical Engineering, Doctor of Philosophy - PhD, Biomedical Engineering at University of MichiganBachelor of Science - BS, Biomedical Engineering, Bachelor of Science - BS, Biomedical Engineering at Purdue University
Github Skills (2)
jupyter-notebook10
documentation10
Programming languages (2)
Github contributions (5)
facebookresearch/fastMRI
May 2020 - Jan 2023
A large-scale dataset of both raw MRI measurements and clinical MRI images.
Role in this project:
Technical Writer
Technical WriterContributions:4 releases, 87 reviews, 141 commits in 2 years 8 months
Contributions summary:Matthew's primary contribution focuses on updating tutorial comments and removing a directory. The code changes involve modifying the comments within an `ipynb` notebook related to reading and applying simple transformations to the fastMRI dataset. The file modifications and commit messages point towards a focus on refining the tutorial's clarity and removing extraneous files.
clinicalfastmri-datasetfastmrimri-reconstructionneuroimaging
mmuckley/MRI_FISTA
Jan 2018 - Dec 2023
Contributions:13 pushes, 1 branch in 6 years
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