Technology × Product × Systems
I build software and workflows for the people
using them, drawing on programming, design
and hands-on operational experience.
To clarity
I bring together technology, people and processes to create practical solutions.
Selected work
A reservation application, a growth simulation and a repeatable content workflow. Each solves a different kind of problem.
View all work
Operations · Software · Systems
A Python application for reservation checks, guest replies and shift handoffs. Built independently from a workflow I developed at JOEY.
198 passing testsDocumented prototype release
View case study
Computational design · Parametric systems
A Grasshopper system that grows a closed curve into looping patterns. I tested spacing, density and surface controls, then applied it to a pavilion.
9 density studiesSpacing and folding controls compared
View case study
Content · Production · Systems
Reusable templates and file standards for a learning platform serving 10,000+ learners, with guides for the team taking it over.
5+ hrs → ~10 minRepeat-format production
View case studyAcross
the projects
Real environmentsUniversities, industry and independent work
Documented resultsTime estimates, tests and geometry studies
Areas of workTechnology, design and operations
How I work
I work through the context, build a version that can be tested, and revise it based on what the tests show.
Iterate Refine
Understand the job people need to do and the constraints they work within.
Map the steps and dependencies. Identify where a change would help and how to judge it.
Build a working version with the tools and review steps the problem calls for.
Test the result, check where it falls short and use that evidence to refine it.
Make the work easier to carry out, check and hand over.
About
My background spans computer science, new media and computational architecture. Alongside that, I’ve taught programming, coordinated restaurant reservations and built content production workflows.
I’m drawn to work that needs both technical understanding and a close look at how people do the job. That can mean tracing a booking error, explaining a piece of code or testing a geometric constraint.
M.Arch · Computational Design
University of Toronto
BFA · New Media, with Distinction
Toronto Metropolitan University
Python · Java · JavaScript · SQL
Rhino / Grasshopper · CAD
REST APIs · Git
Toronto, Canada
Open to opportunities in the UK and other locations.
Principles
A few principles behind the decisions in these projects.
Understand the work, its constraints and the people responsible before deciding what to automate.
Use a map, prototype or simple model to make relationships easier to inspect and discuss.
Review steps, clear instructions and a usable handoff matter as much as the underlying code.
Perspective
A reservation check depends on what staff know about the room. A content workflow depends on whether someone else can run it. Understanding that context shapes what I build and where human judgment stays.
The implementation has to fit the work around it.
Selected experience
These roles put the work in context: the people I supported, the scale of the task and what I was responsible for.
012021–2022
Teaching · Computing
Teaching & technical support
Live code review and debugging in Java and JavaScript.
60–80 students
Adapted explanations to how each student understood the code, helping them isolate errors and develop their own debugging process.
View résumé022023–2025
Operations · Automation
Operations & automation
Reservations, inquiry workflows and practical process improvements.
~45 min → ~5 min
Developed LLM-assisted inquiry handling in a 200-seat restaurant, with manual booking checks and review before sending. The timing is my estimate for a typical complex inquiry.
View case study032021–2022
Systems · Content · Scale
Digital production systems
Templates, standards and handoff for repeat-format production.
5+ hrs → ~10 min
Standardized file architecture, naming and export specifications, with implementation guides that non-technical leadership could use.
View case study04Master’s thesis
Research · Design · Fabrication
Computational design
A Python-to-CAD-to-robot pipeline, shaped by physical constraints.
Python → UR-10e
Connected computational geometry, CAD/Grasshopper and robotic fabrication, testing how digital design decisions translate into physical outcomes.
View case studyExperience
Education, employment and independent projects, including computer science, diving leadership and freelance development.
Explore all seven experiences.
01Foundations
Computer science
First-year programming and software foundations before transferring.
Python · Java
022021–2022
Teaching · Computing
Teaching & technical support
Live code review and debugging in Java and JavaScript.
60–80 students
Adapted explanations to how each student understood the code, helping them isolate errors and develop their own debugging process.
View résumé032023–2025
Operations · Automation
Operations & automation
Reservations, inquiry workflows and practical process improvements.
~45 min → ~5 min
Developed LLM-assisted inquiry handling in a 200-seat restaurant, with manual booking checks and review before sending. The timing is my estimate for a typical complex inquiry.
View case study042021–2022
Systems · Content · Scale
Digital production systems
Templates, standards and handoff for repeat-format production.
5+ hrs → ~10 min
Standardized file architecture, naming and export specifications, with implementation guides that non-technical leadership could use.
View case study05Master’s thesis
Research · Design · Fabrication
Computational design
A Python-to-CAD-to-robot pipeline, shaped by physical constraints.
Python → UR-10e
Connected computational geometry, CAD/Grasshopper and robotic fabrication, testing how digital design decisions translate into physical outcomes.
View case study06Leadership
Koh Tao, Thailand
Led dives and supported groups through unfamiliar underwater environments.
100+ dives led
07Independent work
Web & systems development
Websites, booking and contact workflows, with documentation and handoff.
Web · Automation · CMS
Let’s talk
I’m looking for roles in technical solutions, implementation, automation and product, where I can work closely with the people using what I build.
