Work Experience

Cloud Engineering Intern

Manulife Bank | September 2024 - December 2024 | Waterloo, ON

  • Automated AKS version upgrades for non-prod and prod clusters, reducing upgrade times by 291 hours monthly
  • Led the design and implementation of the workflow architecture, impacting 21 clusters across North America and Asia
  • Enabled the transfer of cluster upgrade responsibilities to another team, freeing up 10% of team resources
Quantitative Researcher Student

Forage | July 2024 – August 2024 | Remote

  • Reduced commodity storage costs by 8% through financial modeling with Python
  • Boosted projection accuracy by 6% by applying multi-linear regression to forecast seasonal trends
  • Engineered an advanced logistic regression model to evaluate credit risk
Software Engineering Intern

RBC Capital Markets | January 2024 – April 2024 | Toronto, ON

  • Architected a robust PDF parser using Python, VBA, and PyMuPDF, processing over 200 financial documents daily
  • Developed methods to synchronize legal documents with internal databases using Python
Software Engineering Intern

RBC Capital Markets | April 2023 – August 2023 | Toronto, ON

  • Automated data extraction from company databases using Python, resulting in $10,000 savings in labor costs
  • Deployed VBA scripts to optimize trade position tracking, increasing update frequency by 10×