Hi there,
I'm Matteo
penultimate cs undergrad @smu
AI/ML enthusiast
fullstack developer




Hi there,
I'm Matteo
penultimate cs undergrad @smu
AI/ML enthusiast
fullstack developer
My work
Emergency Dispatch App
github.com/mattw23n/emergency-dispatch-appSHERS is an event-driven microservices framework designed to automate emergency medical responses using a RabbitMQ AMQP backbone and a Saga-based orchestration pattern. The system ingests mocked vitals via a Python-based Triage service, triggers automated dispatching and routing through the Google Maps API, and manages financial settlements via Stripe and Amazon RDS. The infrastructure is deployed on Kubernetes with ArgoCD for GitOps-driven continuous delivery, utilizing Horizontal Pod Autoscalers for resource management. Security is enforced within the GitLab CI pipeline through Semgrep SAST, Trivy vulnerability scanning, and Gitleaks secret detection to ensure a hardened production environment.


Wayfinders
NUS Hack & Roll 2026Smart walking routes that dodge the crowds.
Tree-D
PINUS Hack 2026Transform 2D art into immersive 3D reliefs with AI.
Randomize
View All Projects →My experiences
Student Assistant (Automation)
Nov 2025 - Now
Software Intern
May - Aug 2025
President
Jan - Dec 2025
Teaching Assistant (Java)
Jan 2025 - Apr 2025
Research Assistant
Sep 2024 - May 2025
Coding Mentor (C)
Aug - Dec 2025
Student Assistant (Automation)
Nov 2025 - Now
This is my latest role, so not much to say for now. I have been mainly in charge of automating various business processes to improve operational efficiency within SMU Academy using Python, particularly with Pandas. So far, I have optimized legacy data processing code, leading to a 60% improvement in speed.
Thanks for reaching the end of my site! :)
Let's keep in touch