Experience

Machine Learning Engineer Intern · RBC Borealis

• Python
• RAG
• FastAPI
• Vector Search
• Docker
• Kubernetes

Software Developer · aUToronto

• Python
• C++
• Linux

Software Engineer Intern · RBC

• Built an end-to-end CI/CD pipeline on Red Hat Ansible deploying an auth service to Windows Server across 4 environments, cutting deploy time 85% and eliminating 30+ manual steps.
• Automated the TLS certificate lifecycle against an OAuth2 PKI CA, cutting provisioning from 2 days to 5 minutes using in-memory PKCS12 bundles and HashiCorp Vault so no key touches disk.

• Ansible
• Python
• HashiCorp Vault
• OAuth2
• CI/CD

Software Developer Intern · RBC

• Engineered a Java/Spring Boot ETL service consolidating HSBC data post-merger, reformatting 30GB+ of weekly data for 12+ mainframe jobs and migrating SOAP endpoints to REST.
• Wrote PostgreSQL stored procedures archiving transaction history (database size down 15%) and modernized legacy RBC Express code to ES6+, contributing $100K in annual savings.

• Java
• Spring Boot
• PostgreSQL
• REST
• ES6

Full-Stack Developer (Contract) · Unicomm — Fintech Startup

• Shipped Dockerized Node.js microservices on AWS EC2 behind API Gateway for a social platform connecting investors and startups, released through a Jenkins CI/CD pipeline.
• Moved the client from React to React Native, cutting re-renders 60% with Redux and client-side caching.

• React Native
• Redux
• Node.js
• AWS
• Docker
• MongoDB

Back-End Developer Intern · RBC

• Benchmarked SARIMA against an LSTM (TensorFlow) on RMSE for hourly login-traffic forecasting.
• Operationalized the winning model in production to automate capacity planning, cutting manual workload 30%.

• Python
• TensorFlow
• SARIMA
• Jupyter

Software Engineer Intern · RBC

• Boosted test coverage to 95% for RBC’s Visa Rewards by automating key tests with Docker, Java & ReadyAPI.
• Improved API test reliability 25% with a WireMock & Postman mock-API suite, reducing UAT and production issues.

• Java
• Docker
• ReadyAPI
• WireMock
• Postman