bb✳RÉSUMÉ ↗
PERSONAL PORTFOLIOEST. IN TORONTO

bella’s
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ISABELLA NGUYEN

Developer. Curious human.
I build the infrastructure and tools that help teams ship faster.

DEVOPS / INFRA / AI

A little about me. A few things I’ve made.
Thanks for stopping by.

01The introduction

Isabella wearing glasses and making a peace sign
Hi, I’m Isabella*

I’m a Computer Science student at the University of Toronto, building things that make everyday work a little easier.

I work across DevOps, backend infrastructure, and applied AI—creating systems and developer tools that help teams move faster with less friction.

Outside of tech, I enjoy bouldering, exploring new restaurants, and getting creative with my outfits. I also love learning to dance and am taking on hip-hop at the moment. Somewhere in between, my next hair colour is still up for debate.

BASED IN
Toronto, Canada
STUDYING
Computer Science, UofT
EXPECTED GRADUATION
December 2026

probably thinking about my next coffee

02Work experience

ITEM / DESCRIPTIONPERIOD

01Confluent

May 2026 — Aug 2026

Software Engineer Intern

Dev Productivity Team · Toronto, ON

  • Extended safe-settings framework with a new org-level plugin layer to manage GitHub organization resources (IP allow lists, GitHub App visibility, team structure) as infrastructure-as-code.
  • Replaced manually-managed org IP allow list with a version-controlled, PR-reviewed workflow, adding audit trails and automated enforcement to prevent overly broad CIDR ranges and stale entries.
  • Prototyped EC2 build agents using EBS snapshots with pre-cached dependencies to evaluate caching strategies to improve Maven/Java CI build times.

02RBC

Jan 2026 - Apr 2026

Part-time Developer

DevOps - Platform Engineering · Toronto, ON

  • Built a production observability pipeline ingesting 50K+ audit events/day from the Anthropic API, orchestrated via Airflow (S3→Splunk) to enable monitoring, alerting, and compliance.
  • Integrated OpenTelemetry with Grafana, Mimir, and Loki to track Claude Code usage, inform cost optimization, and retain telemetry for audits.
  • Built an MCP server and multi-agent workflow to generate operational documentation in Confluence for platform tools, coordinating agents that retrieved PagerDuty data, identified service owners from an internal platform, and drafted updates.

03RBC

Jan 2025 - Dec 2025

Developer Intern

DevOps - Platform Engineering · Toronto, ON

  • Expanded Terraform-managed RBAC for JFrog Artifactory housing 72M+ artifacts, configuring permissions for users and services to manage access and enforce retention policies.
  • Migrated 700+ Jira projects with an automated pipeline, ensuring data integrity and zero downtime.
  • Leveraged internal Developer Portal to streamline the onboarding pipeline from 1 day to 1 hour for Artifactory.
  • Delivered a workshop on emerging AI tooling and intelligent development environments to over 50 participants, advancing adoption of innovative technologies across teams.
EXPERIENCES COLLECTED03

03Selected projects

From a small “what if” to something real.

01PicPal

In progress2026

An AI photo framing coach that helps you capture your ideal shot.

Read the details

Building an iOS photo coach that uses reference photos to guide live shots. Combines on-device computer vision at 30 fps with optional cloud VLM analysis to help users frame and capture their ideal photo.

Swift / iOS / Vision / MediaPipe

02CrisisNet

2026

An agentic emergency response system for real-time evacuation planning.

CrisisNet presentation artwork showing a neighborhood and the message Building safety through readiness
CrisisNet · presentation artworkFIG. 02
Read the details

Built an agentic simulation and routing system that coordinates multi-agent decision-making under changing emergency conditions. The system uses watsonx.ai for agent reasoning and Mapbox for real-time hazard visualization and adaptive routing.

Python / watsonx.ai / Mapbox / Agentic AI

03Kinora & Company

2026

A cinematic landing page for a Toronto-based private gathering company.

Kinora and Company live website with a candle-lit table, monochrome interior, and centered Kinora logo
Kinora & Company · live websiteFIG. 03
Read the details

Translated business requirements into an immersive single-page experience for Kinora & Company. Built an interactive reveal where clicking a candle transitions the scene from unlit to lit, triggering layered audio — match strike, vinyl static, and ambient music — with smooth fade logic. Features animated SVG backgrounds, a scrolling ticker, and a minimal contact interface, deployed on Vercel.

React / Vite / JavaScript / CSS

04KnowItAll

2025

An AI study assistant that turns course material into quizzes and answers.

Read the details

Developed an AI study assistant with automated quiz generation and retrieval-augmented generation using Gemini. Built a scalable Django REST backend on GCP with a React frontend to support multi-user sessions and low-latency chatbot responses.

JavaScript / Django / React / GCP / Gemini / RAG

05Scriptorium

2025

A collaborative coding platform for writing, sharing, and discussing code.

Read the details

Built a collaborative platform where users can create blog-style posts, share code templates, and discuss technical ideas through comments and ratings. The project explored full-stack product design, containerized code execution, and community-driven developer workflows.

TypeScript / React / Next.js / Prisma / Docker

06Personal Portfolio

2026

A personal portfolio, printed with a little personality. DevOps, infrastructure, and applied AI on one continuous receipt.

Read the details

Designed and built a receipt-inspired portfolio with textured paper, a stationary printer, and a scroll-driven paper feed. Built with React and TypeScript, with responsive layouts and reduced-motion support.

TypeScript / React / Tailwind / Framer Motion

IDEAS BROUGHT TO LIFE06

04Leadership

ROLE / COMMUNITYPERIOD

01Royal Bank of Canada

Aug 2025 — Dec 2025

Student Representative

Innovation & Technology · Toronto, ON

  • Organized and led career development workshops and networking events for 60+ peers, connecting students with RBC professionals and fostering industry readiness.
  • Introduced new event formats (peer mentoring, technical skill sessions), boosting engagement and strengthening the student community.

02University of Toronto

Aug 2023 — May 2024

Off-Campus Portfolio Director

Innis College · Toronto, ON

  • Coordinated networking dinners and social programs for 30+ students, driving a 25% increase in community engagement and cross-college participation.

05The toolkit

A few ingredients I reach for.

Languages
Python · TypeScript · JavaScript · SQL
Frontend
React · Next.js · Tailwind CSS
Cloud & Infra
AWS · Docker · Kubernetes · Terraform · GitHub Actions
Observability
Grafana · Splunk · OpenTelemetry · Apache Airflow
Backend & Data
Node.js · FastAPI · PostgreSQL
Tools
Git · GitHub · Confluence · Jira
AI Tools
Claude Code · Anthropic API · Cursor · Windsurf · GitHub Copilot · Codex · MCP

06Beyond the keyboard

A PERSONAL NOTE · 2 MIN READ

On the other side of the counter

One of my regulars came in one day and announced that she was engaged. I still think about that.

Read the storyClose the story

It’s easy for me to get consumed by tech. Between what I’m building, what I’m learning, and the community around it, it can start to feel like my whole world. Working behind a counter gives me a chance to step into someone else’s day.

I love the everyday parts of it. Remembering a regular’s order. Helping someone new find something they might like. Having a conversation that has nothing to do with school, careers, or the latest thing in tech.

She was one of those regulars. She would come in and talk about her day, often with her boyfriend, and over time those conversations became a familiar part of work. Then one day, she came in and announced that they were engaged.

Someone I knew through these little everyday visits had a huge piece of news, and I got to hear it. I had seen small pieces of her life as they happened, and now I was there for this one, too.

Those are the stories I love being around for. You never know whether the person walking through the door is on an ordinary visit or having a day they’ll remember for years. Most of the time, it’s an ordinary visit. I enjoy those, too.

After I left the job, I heard that regulars had asked where I was. It was such a small thing, but it meant a lot. Those conversations had become part of their routines, just as they had become part of mine.

It’s nice to be known for something beyond being a developer. To some people, I’m a familiar face who remembers their order, has a recommendation ready, or takes a moment to hear about their day. That part of who I am matters to me.

I love building things. I also love remembering someone’s order and asking how their day has been.

07Say hello

NEXT UPLet’s build
something good.

Have an idea, an opportunity, or a café recommendation?
I’d love to hear it.

THANK YOU
FOR SCROLLING

ISABELLA NGUYEN — 2026
MADE WITH CARE IN TORONTO.