Experience
Research Associate
The University of Western Australia
- Assist research on advancements in glioblastoma management, developing computational pipelines for large-scale glioblastoma trial data processing
- Create automated workflows for multi-modal image registration, harmonization, and radiomics feature extraction
- Develop and validate PET autosegmentation models for clinical applications
- Support translation of glioblastoma research through manuscript development with Dr Saima Safdar and refinement of competitive grant applications
Physics Lab Demonstrator
The University of Western Australia
- Communicated physics principles to first-year undergraduate students, facilitating understanding and execution of laboratory experiments
- Assessed and provided detailed feedback on students' laboratory reports
Publications
In Preparation
Domain Shift and Subtype-Specific Challenges in Automated Lymphoma Quantification: A Systematic Comparison of PET/CT Segmentation Models
In Preparation
Evaluating Machine Learning and Radiomic Analysis in FET PET Imaging for Glioma Management: A Systematic Review
Education
Master of Physics (Medical Physics)
The University of Western Australia
- Master Research Project (Mark: 86): Automatic Segmentation of Lymphoma in [18F]FDG PET/CT Images using Convolutional Neural Networks
- Supervisor: Dr Jake Kendrick
Bachelor of Science (Honours)
The Australian National University
- Honours Research Project: Cold positron interactions with ultracold rubidium atoms - Supervisor: Dr Joshua Machacek
- Undergraduate Research Project: Threshold switching in niobium oxide films - Supervisor: Dr Sanjoy Nandi
Core Competencies
Programming & Deep Learning
Medical Imaging Software
Hardware & Circuit Design
Professional Development & Activities
Workshops & Training
Hybrid Summer Workshop
German Cancer Research Center (DKFZ)
Functional Imaging for Diagnostic and Therapy
September 2025QUISA Theme Group Meeting
Quantum Machine Learning
Led by Prof. Jingbo Wang
October 2025Scientific Writing Workshop
Led by Assoc. Prof. Pejman Rowshanfarzad
July 2025Library Session for Researchers
The Forrest Research Foundation
May 2025Unsealed Radioisotope Handling Course
Certification Completed
September 2024Laser Safety in Medicine
Certification Completed
November 2023Memberships & Service
ACPSEM Membership
Australasian College of Physical Scientists and Engineers in Medicine
Since 2024Student Representative - PHYS5404
Radiation Physics and Dosimetry, UWA
Semester 1, 2024Student Representative - ANHB5451
Anatomy and Biology for Medical Physicists, UWA
Semester 2, 2023Volunteering
Charlies Foundation for Research
Fundraising for AI model training computers and 3D printers
August 2025UWA Open Day Volunteer
Medical Physics program representative
March 2024