CS student at Western University shipping LLM tooling at Sun Life, organizing events that pull 450+ students @ Western University, and building things that ship.
Fraud Detection Accuracy
RiskGuard on IBM LinuxONE
Transactions / Second
Real-time processing on IBM Z
Tech Summit Attendees
Canadian Tech Summit @ Western
Students Mentored
IBM Z workshops at Western
Real-time credit card fraud detection pipeline deployed on IBM Z mainframe. Processes 10,000+ transactions per second with sub-50ms latency. Trained an ONNX-optimized LightGBM model on 590,540 transactions with 431 engineered features โ achieving 97% detection accuracy and 30% throughput improvement over baseline.
Full-stack Java desktop game with MVC architecture โ decoupling a Swing frontend from a backend engine handling real-time pet state, inventory, and JSON persistence. Dual-timer system + parental controls with time-based access enforcement.
Hackathon full-stack web app at TerraHacks rewarding users with crypto tokens for attending eco-friendly events. Firebase backend with Firestore + Auth, Mapbox geolocation, and Node.js API โ built end-to-end in 24 hours.
Sun Life Financial ยท Toronto, ON
IBM ยท Western University
Western Cyber Society ยท London, ON
Canadian Tech Summit ยท Western University
Western University ยท London, ON
Minor in Software Engineering
I'm actively looking for Fall 2026 internship opportunities in software engineering, AI/ML, or backend systems. If you have an interesting role or project โ I'd love to hear about it.
Say Hello โ