I build and ship complete products on a fixed scope.

I'm Wagner Matos, a UK based senior product engineer. I take software from idea to production, AI accelerated, senior led, with a track record in healthcare, pharma, and other regulated environments. Remote across the UK, US, and Europe.

One senior engineer, accountable end to end. Modern AI tooling does the heavy lifting; fifteen years of shipping by hand - for Johnson & Johnson, GSK, Babbel, Carwow, Citizens Advice - supply the judgment. You get working software at a fixed price, not a burn rate.

How it works

  1. Step 1

    Scoping sprint

    One week: your idea becomes a spec, an architecture, and a fixed quote.

  2. Step 2

    Fixed-scope build

    I build the agreed product with visible progress at every milestone, no surprises.

  3. Step 3

    Launch & support

    Deployed, documented, and supported after it goes live.

Not a build? I also take contract engagements and fractional support. More on the services page.

When we hand Wagner a build with a hard deadline - a congress opening, a live event - it ships. Complete, working, on the floor when the doors open.

Wagner was enjoyable to work with. He was able to quickly get up to speed, immediately wrapping his brain around problems and shipping clear code to fix them.

Wagner handled our blog migration end to end including migrating all content, URLs and redirects for SEO, and a custom Cloudflare Worker. All documented and deployed with zero drama.

Building for environments you don't control

Hospital networks that allow nothing in, devices in the field you cannot brick, conformance requirements you cannot negotiate, and stakeholders who need it in plain English. What engineering discipline looks like when the environment sets the rules. From a clinical alerting platform used by NHS trusts and a fielded detection product.

Anatomy of a fixed-scope build

"Fixed scope, fixed price" sounds like a line from a brochure until you watch one run from start to finish. So here is one. Last September I built EventScope for Johnson & Johnson Medical: an engagement analytics platform that ran across their...

Streaming an LLM Response Into a Rails View With Turbo Streams

Most writing about LLMs in Rails apps stops at architecture: RAG, MCP, "AI as a multiplier." The part that actually bites is smaller and more concrete: a model takes eight seconds to answer, and HTTP gives you one response. You either stare at a s...

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Recent Work

Johnson & Johnson During the ECP Congress 2025, Johnson & Johnson needed a way to bring their precision medicine story to life on the exhibition floor. Healthcare professionals would be passing through quickly, the experience had to attract, educate, and track engagement, all without depending on venue Wi-Fi or cloud infrastructure.
Confidential (healthcare) I built a serverless webhook service that delivers real-time conversation events to each NHS trust's own systems, handling encryption, authentication, concurrent delivery, and automatic retries.
Johnson & Johnson For Johnson & Johnson Medical Affairs at a major international medical congress in 2025, I built an interactive presentation kiosk that works with no network at all, and still hands the team a full picture of what visitors looked at, for how long, and how far they got. The fourth build for the same client team, across three congresses.
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Johnson & Johnson During the European Academy of Dermatology and Venereology (EADV) 2025 Conference, Johnson & Johnson Medical aimed to better understand how healthcare professionals interacted with their multi-zone exhibition booth. Traditional tracking methods lacked real-time visibility and were often dependent on unreliable event Wi-Fi and cloud connectivity.