Undergraduate ambassador - UAB / McMaster relations
An institutional bridge role connected to the cross-border undergraduate research relationship.
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Profile and foundations
The earlier experiences, strengths, and goals that explain how the current medical-physics and engineering practice took shape.
Browse or search all 124 entriesHow the earlier site introduced me
International visiting scholar - University of Alabama at Birmingham
The earlier homepage paired this role with an undergraduate research focus in medical physics and radiation oncology.
Undergraduate-era biography
The old copy described me as a 22-year-old college senior researching AI and machine learning applications in clinical medical physics and radiation oncology.
Historical wording retained for context; age and student stage are no longer current.
Research listed as current on that snapshot
LLM-agent integration in clinical workflows
Ethos 2.0 validation for single-isocenter stereotactic radiosurgery
Interobserver contour variability in Ethos adaptive partial-breast irradiation
Multi-institution commissioning study of 6X-FFF versus 10X-FFF for SBRT on TrueBeam iTX
Strengths and achievements named there
Software engineering
Deep learning, machine learning, and computer vision
Race and performance engineering
Certified yoga instructor
Eight years of computational and clinical research experience
Self-described duration on the earlier homepage; retained as historical wording rather than a current headline claim.
Goals recorded on the earlier homepage
Apply software advances toward clinical endpoints
Publish additional work in high-impact journals
Work toward a private pilot license
Preserved as an earlier goal, not presented as a completed credential.