Property intelligence
Before Offer
In development
Making property listings and strata documents easier to investigate, with structured reports, calculations, and evidence behind the findings.
Explore Before OfferSoftware engineer · Vancouver, BC
I build dependable products and creative tools. At Kopperfield, I work across web, mobile, and backend systems. Through Perspective Labs Inc., I’m developing property intelligence, AI video, and audio software.

Professional work
I take web and mobile product work from investigation through release, with ownership across application reliability, performance, and billing.
A look at my workWeb Mobile Backend
Independent work
My independent work spans property intelligence, AI video creation, and audio software. I develop the product workflows and the systems behind them, from data pipelines to GPU jobs and C++ signal processing.
Products in development
Explore the current workProperty intelligence
In development
Making property listings and strata documents easier to investigate, with structured reports, calculations, and evidence behind the findings.
Explore Before OfferAI video & media workflows
In development
An AI video studio built around long-running media jobs, with progress tracking, generated assets, and usage accounting.
Explore Parallax StudioNative audio & DSP
Prototype
A C++ audio plugin exploring calibrated level metering and listening-exposure estimates inside a music-production workflow.
Explore EarbudWriting
Notes on AI-assisted development, React and Next.js,
and performance, architecture, and security.
What helps a small team turn AI-assisted changes into software it can review, test, and trust.
Choosing an abstraction for reusable React components: compound components, render props, or custom hooks.
A role, a product idea, or a useful technical conversation.
Send a little context.