Experience
Enterprise Portfolio Analyst Intern
AI/ML/DataGeotab
Sep 2026 - PresentOakville, ON
AI Co-op
AI/ML4AG Robotics
May-2026 – Aug-2026Salmon Arm, BC
- ▹Trained an object detection and classification model on approximately 2,000 images using transfer learning, achieving over 97% classification accuracy for a robotic mushroom-harvesting system
- ▹Enhanced an internal annotation tool using Python and Qt, increasing labeling speed by 31% and accelerating supervised learning dataset preparation
- ▹Managed and quality-checked annotated datasets using Roboflow, improving label consistency and reducing storage credit usage by 17% by migrating data to local hard drives
- ▹Prepared real-mushroom measurement data used to create representative test objects, enabling realistic performance testing
Machine Learning Engineer
AI/MLQMIND
Sep 2024 – April 2026Kingston, ON
- ▹Building RAG-driven instruction generation; piloted with 50+ patients in clinical use.
- ▹Enabled clinician self-serve uploads and QR code delivery for scalable access.
- ▹Synthesized generative AI responses with scientific literature and patient medical data to ensure optimal patient guidance, achieving 89% accuracy with physician recommendations
Software Developer
Backend/AI/MLEngineering Society
Sept 2025 – April 2026Kingston, ON
- ▹Trained an object detection and classification model on approximately 2,000 images using transfer learning, achieving over 97% classification accuracy for a robotic mushroom-harvesting system
- ▹Enhanced an internal annotation tool using Python and Qt, increasing labeling speed by 31% and accelerating supervised learning dataset preparation
- ▹Managed and quality-checked annotated datasets using Roboflow, improving label consistency and reducing storage credit usage by 17% by migrating data to local hard drives
- ▹Prepared real-mushroom measurement data used to create representative test objects, enabling realistic performance testing
External Relations Coordinator
LeadershipQMIND
June 2025 – April 2026Kingston, ON
- ▹Expanded QMIND's external network by 25%.
- ▹Built relationships with alumni, mentors, and industry stakeholders.
Systems Administrator
InfrastructureTrillium Health Partners
Jun 2025 – Aug 2025Mississauga, ON
- ▹Built virtual data center models in Sunbird DCIM to monitor 20+ server racks in real time across multiple locations
- ▹Executed hardware install/upgrade/decommission cycles to scale data centers for patient medical record storage
- ▹Integrated environment sensors for temperature and voltage to improve response time for data center issues by 18%