Education
Doctor of Philosophy in Electrical Engineering (2021-Present)
Stanford University, Stanford, California
Master of Science in Physics (2019-2021)
University of Western Ontario, London, Ontario
Thesis title: “A novel design methodology accounting for ramping and field inhomogeneities in dreMR imaging”
Supervisor: Dr. Blaine Chronik, Professor, Dept. of Physics and Astronomy, UWO
Bachelor of Science in Physics (2015-2019)
University of Western Ontario, London, Ontario
Thesis title: “Photoconductivity and memristive properties of oxoverdazyl radical memory devices”
Supervisor: Dr. Giovanni Fanchini, Associate Professor, Dept. of Physics and Astronomy, UWO
Project & Research Experience Highlights
Magnetic Resonance Systems Research Lab (PhD Thesis) – Dr. John Pauly                              June 2022 – Present
Dept. of Electrical Engineering, Stanford University, Stanford, California
Designed optimal MRI acquisition methods which decrease system vibration by a factor of 10x (CVXPY/PyTorch)
Formulated MRI control tasks as convex/nonconvex problems optimized by gradient and gradient-free methods
Developed Python toolbox to accelerate MRI acquisition while meeting patient safety constraints
Measured and modeled MRI system impulse response function and applied for prediction and correction of controls
Automatic Polyphonic Music Transcription                                                      Apr 2022 – June 2022
CS 229: Machine Learning, Stanford University, Stanford, California
Applied RNNs to perform automatic music transcription on over 2000 minutes of audio data in PyTorch
Found evidence of learned musical scales and keys in RNN hidden-to-hidden weights
Evaluated by precision-recall curves with F1-score of 60.3% able to accurately detect 3 simultaneous notes
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Experimenting with Image Priors in Super-Resolution CNNs                                    Apr 2022 – June 2022
CS 231N: Deep Learning for Computer Vision, Stanford University, Stanford, California
Implemented deep convolutional neural networks for super-resolution in PyTorch with ~15,000 parameters
Curated custom dataset of 27,000 low-resolution and high-resolution image pairs
Experimented with total variation image priors included directly in training loss for accelerated learning
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Single-Shot HDR Imaging via Compressed Sensing                                  Jan 2022 – March 2022
EE 367: Computational Imaging, Stanford University, Stanford, California
Developed single-shot HDR method using 3 to 5 spatially varying exposures and compressed sensing
Implemented pixel inpainting via convex optimization (ADMM) with deep denoising network prior
Recovered HDR scenes with PSNR of 32.11dB
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xMR Research Laboratories (MSc Thesis) – Dr. Blaine Chronik                                                 Sept 2019 – Aug 2021
Dept. of Physics and Astronomy, University of Western Ontario, London, Ontario
Designed field-cycling magnetic coils via formulation and solution of optimization problems in MATLAB
Mathematically modeled and simulated image responses to physics-based coil characteristics
Implemented design change to speed up magnet manufacturing by a factor of 2xÂ
Publications
McCready MA, Handler WB, Chronik BA, An improved homogeneity design method for fast field-cycling coils in molecular MRI. Magnetic Resonance in Medicine. 2022;00;000-000. doi:10.1002/mrm.29178
Anghel M, Magnan F, Sara DC, McCready MA, et al, Redox Polymers Incorporating Pendant 6-Oxoverdazyl and Nitronyl Nitroxide Radicals. Journal of Polymer Science, 2020;58(2);309-319. doi:10.002/pol.20190082
International Conference Abstracts
International Society of Magnetic Resonance in Medicine (May 2025) - Under Review
Hawai'i Convention Centre, Honolulu
“Optimized Gradient Properties Through Timing in K-Space (OPTIKS)”
International Society of Magnetic Resonance in Medicine (May 2025) - Under Review
Hawai'i Convention Centre, Honolulu
“Trirals for Imaging 10% Faster”
International Society of Magnetic Resonance in Medicine (May 2024) - Oral
Suntec Singapore Convention & Exhibition Centre, Singapore
“Safe Diffusion Lobes for Diminished Gradient Vibration”
International Society of Magnetic Resonance in Medicine (May 2024) - Power Pitch
Suntec Singapore Convention & Exhibition Centre, Singapore
“Safe Spirals for Your Scanner”
International Society of Magnetic Resonance in Medicine (May 2021) - Poster
Made virtual due to COVID-19
“Measuring induced heating of low-field superconducting system during field-cycling pulse sequences”
International Society of Magnetic Resonance in Medicine (May 2021) - Poster
Made virtual due to COVID-19
“Inhomogeneity and ramping effects in field-cycled quantitative molecular MRI”
International Society of Magnetic Resonance in Medicine (Aug 2020) - Oral
Originally: International Convention Centre Sydney, Sydney, Australia. Made virtual due to COVID-19
“Improving homogeneity in delta relaxation enhanced magnetic resonance using boundary element method”
*Received Magna Cum Laude Merit Award for abstract
Awards and Honours
NSERC Postgraduate Scholarship Doctoral - $63,000 CAD (2021 - 2024)
National. Provides financial support to high-calibre scholars engaged in a doctoral program in the natural sciences or engineering.
Stanford Electrical Engineering Department Fellowship - $77,000 USD (2021 - 2022)
Institutional. Provides funding for tuition and standard living expenses for Autumn, Winter, and Spring 2021-2022. This fellowship allows the flexibility to rotate in different research groups to find a faculty member who will ultimately serve as the dissertation advisor.
NSERC Alexander Graham Bell Canada Graduate Scholarship - $17,500 CAD (2020 - 2021)
National. To help develop research skills and assist in the training of highly qualified personnel by supporting students who demonstrate a high standard of achievement in undergraduate and early graduate studies.
Ontario Graduate Scholarship - $15,000 CAD (2020 - 2021) DECLINED
Provincial. OGS awards are merit-based scholarships available to students in all disciplines of graduate study.
Western Graduate Research Scholarship - $13,000 CAD (2019 - 2021)
Institutional. Awarded to a full-time graduate student for stipend support who has maintained an average of 80% or above. Amount varies each semester.
International Society of Magnetic Resonance in Medicine Magna Cum Laude Merit Award (2020)
International. Awarded to Trainee members whose abstracts score in the top 15% within a major subject review category at the ISMRM annual general meeting.
Ontario Graduate Scholarship - $15,000 CAD (2019 - 2020)
Provincial. OGS awards are merit-based scholarships available to students in all disciplines of graduate study.
The Raymond Compton Dearle Gold Medal (2019)
Institutional. Awarded to the student with the highest standing in the UWO Honors Physics program.
The Donald R. Hay Prize - $325 CAD (2019)
Institutional. Awarded to the student with the highest standing in the fourth year UWO Honors Research Project (Physics 4999E) with a minimum mark of 80%.
S.R. Valluri Scholarship in Mathematical/Theoretical Physics - $1,000 CAD (2018)
Institutional. Awarded to an undergraduate student entering Year 4 who has excelled in mathematical/theoretical physics. The scholarship committee in the Faculty of Science selects the recipient based on coursework and research experience.
NSERC Undergraduate Student Research Award - $4,500 CAD (2018)
National. Merit based award meant to nurture interest and fully develop potential for a research career in the natural sciences and engineering.
NSERC Undergraduate Student Research Award - $4,500 CAD (2017)
National. Merit based award meant to nurture interest and fully develop potential for a research career in the natural sciences and engineering.
Teaching Experience
Introductory Physics II (2021)
Dept. of Physics and Astronomy, University of Western Ontario, London, ON
Marking lab reports and preparing online evaluations.
Waves and Oscillations (2020)
Dept. of Physics and Astronomy, University of Western Ontario, London, ON
Marking assignments, quizzes, and exams.
Senior Physics Laboratory (2020)
Dept. of Physics and Astronomy, University of Western Ontario, London, ON
Supervised and prepared multi-week experiments for senior physics undergraduates and marked lab reports.
Introductory Physics I (2019)
Dept. of Physics and Astronomy, University of Western Ontario, London, ON
Ran a tutorial of 40 first year engineering students. Short lecturing and example problems. Marking and proctoring.