At Government of Canada, I built Python tools to parse and structure network and system logs, streamlining security-team triage. I also developed diagnostic utilities and Linux shell scripts for routine network monitoring and system health checks.
At Holland Bloorview Kids Rehabilitation Hospital, I designed MATLAB pipelines for clinical motion-capture analysis that increased throughput by 30%. I integrated Visual3D and Cortex for real-time biomechanical analysis and developed QA procedures for data integrity.
With McMaster Artificial Intelligence Society, I built machine-learning pipelines and a 12-layer CNN, and integrated reinforcement learning for personalized feedback. In my Real-Time Pose Analysis System project, I built a pose-recognition system that reached 99% accuracy at 30 FPS.
