Web apps that support real operations
Customer portals, admin systems, dashboards, workflows, payments, authentication, integrations and the operational detail that makes software dependable.
Product engineer - AI agents - automation
a13r
AI agents, web applications, scraping systems and data automation for companies that need useful software built properly. Based in London and Edinburgh. Remote-first, global.
Product thinking, software engineering, AI agents and data automation, delivered with judgement. I care about the shape of the product, the quality of the build and whether it earns its place in the business.
01
Technically fluent
Web applications, product architecture, integrations, data flows and AI-assisted systems.
02
Commercially grounded
Every build needs to justify the time, cost and complexity it adds.
03
Hands-on delivery
Direct communication, calm execution and proper ownership from scope to launch.
What gets built
Useful software, built with judgement.
I work across product, engineering and AI: enough technical depth to build the system, enough product sense to keep it focused, and enough commercial awareness to avoid adding complexity for its own sake.
AI agents with defined jobs
Agents, reports, internal copilots and AI workflows where the system has a clear task, clear inputs and a measurable output.
Web scraping and data automation
Scrapers, enrichment workflows, reporting pipelines and repeatable data processes for teams that need better information without manual work.
From idea to usable product
Scoping, interface decisions, MVPs, iteration loops and launch-ready product surfaces without unnecessary process.
Current proof
Career work plus products of my own.
a13r is here to show the standard of thinking, engineering and delivery: taking business problems from loose brief to working software.
In build
DeployTheAgents.com
A website audit and report product for people and companies who need a clear view of what their site is doing well, where trust is being lost, and what should be fixed next. It reflects the wider direction: AI used to produce practical business output.
deploytheagents.comHow I work
Fast, direct and accountable.
The working standard is straightforward: understand the problem, make the right trade-offs, build carefully, and keep improving after launch.
Find the real problem
Clarify the brief, define what matters commercially and decide what should be built first.
Build the right version
Build the application, use AI where it improves the outcome, and keep the interface clear enough to trust.
Ship, learn, tighten
Launch the product, watch how people use it, improve the parts that create value and remove the rest.
Contact
Need a product engineer for a serious build?
Send the problem, the product idea or the messy workflow. Based in London and Edinburgh, working remote-first with teams in the UK and globally.