I'm Gabe, an Engineering and Mathematics student at Queen's University. My career focus is in Quantitative Finance and Risk Management.
Modeled each equity as an autonomous agent and used stochastic consensus dynamics for portfolio allocation across Canadian natural resources. Achieved 50%–200% Sharpe ratio increase vs. unoptimized baseline.
Research ProjectBuilt an end-to-end statistical pipeline from data cleaning to model evaluation. Processed 2,000+ data points across 5 clubs, achieving R² = 0.87 with < 5% validation MSE and 22% prediction error reduction against linear baseline.
Academic ResearchArchitected and shipped the competition website with React.js and Tailwind CSS. Scaled registration to support 200+ competitors and 3+ sponsors.
Live Website →Led long-short Canadian equities strategy research using factor models and Python tooling. Co-built risk-aware position sizing capped at 2% per position, reducing volatility by 69.6%. Backtested 20+ factor weight combinations over 2+ years of market data.
Architected and shipped competition website with React.js + Tailwind CSS. Scaled registration experience to support 300+ competitors. Implemented UX improvements from 12+ identified pain points.
Promoted to deck supervisor within 9 months based on leadership and service quality. Managed aquatic operations for facilities serving 350+ patrons per day.