Product Engineering
Take ambiguous product requirements through architecture, implementation and production deployment.
Software & AI Engineer · Independent
I build agent-run businesses from public data.
I also use AI in my family's businesses: a party rental company and a youth soccer academy. Here I share the builds, what breaks, and the real numbers.
Taking on a small number of new projects.
Selected work
All case studies ↗- Diane Party RentalsTurning messy rental operations into software a family business can actually run.Connected quotes, payments, bookings and operational handoffs.Next.js · Stripe · Inventory · OperationsRead case study →
- Ballerz Football AcademyRunning my brother’s youth soccer academy on its own platform: bookings, camps, payments, a parent portal and an admin.Moved the live platform and its data to Cloudflare on October 9, 2026, then checked payments, sign-in and every public page on the live site.Next.js · Cloudflare Workers · D1 · StripeVisit the academy ↗
- PortMindEvaluating computer-vision models against real port operations.Built a reproducible data and model-evaluation pipeline using 81K+ observations to test whether model outputs were actually useful operationally.Python · Next.js · Cloudflare · Vision Models · ETLRead case study →
- MTL ArchivesMaking thousands of historical Montréal photographs searchable, playable and public.Built ingestion, visual search, product and editorial systems around 13,499 serving records, with 2.66M combined Facebook and Instagram views, Jan–Jul 2026.Python · Next.js · Cloudflare · CLIP · ETLRead case study →
Currently building
Products and experiments ↗How I work
Data & Applied AI
Build ingestion pipelines, model-evaluation systems, retrieval workflows and AI features around real operational problems.
Customer-Facing Engineering
Work directly with founders, customers and operators to understand requirements, prototype solutions and turn feedback into shipped software.
Experience
Full experience →- IndependentSoftware & AI Engineer2023–Turn operational workflows into production software for service businesses, from quoting and inventory to scheduling, payments and internal systems.
- Oloodi TechnologiesCustomer Engineer · Contract2025–2026
- EthosSenior Full Stack Engineer2022–2025Took a single-tenant MVP to a multi-tenant SaaS serving 50+ merchant accounts across Next.js, Node.js and Azure.
- SaaS AlertsSoftware Engineer2020–2021
Let’s build something useful.
Bring one workflow that costs you time. In a 20-minute review, we look at how it runs today and where software or agents can help.
Around here
Montréal ↗
Old photographs, a port camera, and questions about Montréal.
Writing ↗
Reading lists since 2022, plus notes on what I took from them.
About ↗
A little more on how I got here, and how I like to work.