CS student at Western University shipping LLM tooling at Sun Life Financial, running fraud-detection on IBM Z at 10K+ TPS, and leading a 450+ student tech community.
Fraud Detection Accuracy
RiskGuard on IBM LinuxONE
Transactions / Second
Real-time on IBM Z
Event Attendance
Western Cyber Society
Students Mentored
IBM Z workshops
Real-time credit-card fraud detection deployed on IBM Z. Processes 10,000+ transactions/sec at sub-50ms latency. An ONNX-optimized LightGBM model trained on 590K transactions with 431 engineered features — 97% accuracy, 30% throughput gain over baseline.
Full-stack Java desktop game with MVC architecture — Swing frontend decoupled from a backend engine handling real-time pet state, inventory, and JSON persistence with parental time controls.
TerraHacks full-stack app rewarding users with crypto tokens for attending eco-friendly events. Firebase + Firestore auth, Mapbox geolocation, Node.js API — built end-to-end in 24 hours.
ML pipeline on a 100K+ record financial dataset. Applied PCA, advanced feature engineering, and statistical outlier detection across 500K+ data points — 15% accuracy gain, 30% faster training.
Sun Life Financial · Toronto, ON
Just started — details to come as the role develops.
IBM · Western University
Western Cyber Society · London, ON
Canadian Tech Summit · Western University
Western University · London, ON
Minor in Software Engineering
I'm actively looking for Fall 2026 internships in software engineering, AI/ML, or backend systems. If you have an interesting role — I'd love to hear about it.
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