Software & Automation Engineer

• React SDK reference apps → 30% faster client onboarding
• Rebuilt test automation with Selenium + Mocha → 85% code coverage
• Resolved latency issues serving 10,000+ concurrent users

Data Analyst Intern

• Containerized legacy infra with Docker + TCP optimization
• Secured financial pipelines across AWS S3 + hybrid cloud
• Azure Intune MDM → 40% less manual provisioning

Data Engineering Intern

• Real-time ETL for box office dashboards, 10TB+ validated
• ML show-time scheduling → +15% prediction accuracy
• Resolved 200+ data anomalies via automated test suites

Systems Administration Intern

• Custom Cenium 9 module for 10,000+ records → query time ↓ 20%
• Power BI dashboards → identified upsells worth +15% revenue

JavaScript DOM Injection Workflow Automation

Production-grade browser extension for 100+ front desk staff at UWaterloo. Automated DOM extraction pipelines cut manual logging by 80%. Approved and deployed campus-wide by UWaterloo IST Management.

Python GitHub Actions API REST SMTP

🥇 Best Use of GitHub — UOttaHack 5. Dispatch tool that triggers targeted build pipelines via the GitHub API, with audit-ready SMTP notifications baked in.

MongoDB Express React Node.js Docker

Full-stack storefront — auth, cart, checkout, fully Dockerized. Runs the same locally and in prod. No surprises.

Python SQL Azure JUnit Selenium

Unified 10TB+ across hybrid cloud and on-prem into one reliable dashboard. 200+ anomalies caught before they became someone's problem.