— I'm Rayce, a full stack software engineer.
I'm a recent Computer Science graduate from the University of Toronto with experience developing enterprise and consumer-facing web applications. My background spans production debugging, CI/CD automation, cloud infrastructure provisioning, and real-time application development — built across personal projects and internships at ADP and the Canadian Light Source.
University of Toronto
Honours B.Sc. Computer Science & Data Science
Minor in Statistics | 2022 – 2026
Varsity Blues Men's Hockey goalie at the University of Toronto.
2× U SPORTS Academic All-Canadian award recipient.
Hockey Gives Blood Player Ambassador.
Experience
I've worked across enterprise HR platforms and national research infrastructure, shipping production code, automating deployments, and maintaining high test coverage under real engineering constraints.
View GitHubADP
Toronto, ON
May 2025 – Jul 2025
Application Developer Intern
Canadian Light Source
Saskatoon, SK
May 2023 – Aug 2023
Software Developer Intern
Projects
AI Scam Call Defence
Real-time AI inference pipeline using Deepgram and Groq APIs to classify live phone scams with sub-second response latency. Includes an async FastAPI/WebSocket backend with Telnyx integrations, Flutter mobile app with Firebase FCM fraud alerts for family intervention, and Terraform-automated infrastructure.
Drug Interaction Predictor
FastAPI-based clinical decision support system predicting drug-drug interaction risks from structured patient data. Python ETL pipelines normalize five medical datasets into PostgreSQL, with a React dashboard and AWS ECS/RDS/S3 infrastructure provisioned via Terraform.
Small Business E-Commerce Platform
Full-stack e-commerce platform with Stripe payment integration and a custom CMS for inventory and order management. Migrated a legacy PHP monolith to a decoupled React and REST API architecture, improving scalability and maintainability.
Automated Activity Registration
Playwright automation tool with a PyQt6 desktop GUI to secure high-demand university activity bookings within seconds of their release. Integrates native OS schedulers and SQLite to automate registrations at precise intervals, consistently beating 30-second sell-out windows.
Goaltender Performance Study
Statistical analysis of 20+ years of NHL goalie data in R using tidyverse, GAMs, decision trees, and random forests to evaluate height-performance links and surface long-term scouting trends.
Single Player Trivia Game
Led a team of 5 to build a music trivia game in Java using Clean Architecture and Test-Driven Development, implementing audio playback, save/load functionality, and SQLite persistence with 90%+ JUnit test coverage.
Nonprofit KPI Dashboard
React/Next.js analytics dashboard backed by PostgreSQL and GraphQL, enabling a nonprofit to track KPIs and accelerate decision-making by 33% through dynamic filters and interactive charts.
Small Business Website
Single-page marketing website for a junk removal business built with HTML5, CSS, JavaScript, Vite, and a Node.js/Express backend.
Skills
Languages
Frameworks & Libraries
Infrastructure & DevOps
Testing & Automation
Data & ML
Contact
I'm always looking for ways to challenge myself and grow in the software development space. If you have a project or opportunity you think I'd be a good fit for, feel free to reach out!
