Machine Learning Software Developer Co-op - Oncoustics - Toronto, Ontario
(2025-05 - 2025-12)
- Developed, tested, and optimized machine learning models and pipelines for ultrasound-based liver diagnostics.
- Ran training and inference experiments on frame-level and patient-level models to evaluate performance, identify trends, and improve predictive accuracy.
- Built and maintained data preprocessing and QA workflows to streamline dataset creation and reduce manual verification effort.
- Enhanced internal tooling for model evaluation, enabling more efficient experimentation and analysis across the ML team.
- Worked with a tech stack including Python, Keras, TensorFlow, PyTorch, Scikit-Learn
Quality Assurance / Test Developer Co-op - Oncoustics - Toronto, Ontario
(2024-01 - 2024-09)
- Supported the development of a biomedical application leveraging AI and Machine Learning for liver ultrasound scanning.
- Created, executed, and maintained QA test cases to validate application functionality and reliability.
- Tracked, managed, and fulfilled QA tasks using JIRA.
- Assisted with backend and frontend development of internal dashboards.
- Worked with a tech stack including JavaScript, TypeScript, React.js, Tailwind CSS, MongoDB, and Kubernetes/Docker.
IT Process Engineer Co-op - Linamar PowerCor - Guelph, Ontario
(2023-05 - 2023-09)
- Independently took over VBA macro development for an engineer on leave, ensuring continuity of critical IT processes.
- Developed, improved, and troubleshot programs/macros across the plant to enhance operational efficiency.
- Worked primarily with VBA, Python, and HTML to automate and programs rolled out across the facility.
- Utilized SQL and Access Database platforms for data handling, reporting, and integration tasks.
- Collaborated with Finance, Quality, Maintenance, and other teams to resolve programming-related issues.
