As a Research Assistant in the Department of Electrical and Computer Engineering at the University of Manitoba, I focus on the development and application of transfer learning techniques to address challenges in data-limited environments.
Conducting research on transfer learning with a focus on applying machine learning techniques to problems involving limited sample sizes, particularly in medical data analysis. Implementing and fine-tuning advanced machine learning algorithms to improve predictive accuracy on small and imbalanced datasets. Utilizing tools such as Python, TensorFlow, and Scikit-learn for algorithm development and data analysis.