Experience

Machine Learning Engineer

QMIND

📅 Sep 2024 – Present📍 Kingston, 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

Engineering Society

📅 Sept 2025 – Present📍 Kingston, ON

• ▹Service to analyze resume structure/keywords, improving callback rates in testing.
• ▹Applied NLP to enhance ATS effectiveness.
• ▹Designed a secure database using MongoDB, yielding zero incidents throughout deployment

External Relations Coordinator

QMIND

📅 June 2025 – Present📍 Kingston, ON

• ▹Expanded QMIND's external network by 25%.
• ▹Built relationships with alumni, mentors, and industry stakeholders.

Systems Administrator

Trillium Health Partners

📅 Jun 2025 – Aug 2025📍 Mississauga, 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%