I began my journey in medical technology with a Bachelor's in Biomedical Engineering from Polytechnique Montréal in Québec, Canada. As part of a student exchange, I then studied AI applications in healthcare at the renowned EPFL in Switzerland. Internships at LUMED Lab and Gray OS gave me hands-on experience with AI in clinical diagnostics and the optimization of resource allocation for cancer centres.I then completed a Master's degree in Digital Health Innovation at McGill University in collaboration with Urgences-santé, where I implemented AI-driven solutions for daily call-volume prediction, paramedic wellness monitoring, and automatic handwriting transcription. I also co-founded and served as Vice-President of the Quebec Society for Artificial Intelligence in Medicine (SQIAM), a non-profit organization promoting AI in healthcare.To complement my technical background, I completed training in Life Sciences Entrepreneurship (Concordia University & Université de Montréal) and Responsible AI (Mila AI Institute). Currently, as a Scientific Innovation Specialist at Cytel, I engineer advanced analytics models using AI, ML, and statistical techniques, and support the technical implementation of Cytel's statistical software solutions.