I am a senior engineer whose specialism is shipping real production AI: MCP servers, RAG over private data, agents, enterprise extraction. Stack-agnostic, white-label, a few days a month on your bench. Below is the proof, not the promise.
Folkestone, UK · senior AI engineer · white-label bench
For the AI work your clients are starting to ask for, shipped under your brand.
White-label capacity. I slot into your process and ship under your brand. Your client never needs to know my name.
MCP servers, RAG over private data, agents, enterprise extraction, voice pipelines. Real production systems, not demos.
Laravel, Next, Python are interchangeable tools. You are buying the patterns and the judgement, not a framework.
Retained capacity, a few days a month on your bench. No agency fee, no permanent headcount, no hiring risk.
Pick one. Each is a real thing you can open and inspect.
A production MCP server that cuts a verbose infrastructure API by 90 to 99% so an AI agent can actually use it. The full teardown, with live numbers.
“One of the things most organisations struggle with is finding that 'bridge' type of resource — someone who can speak product, understand the business, and shape the technical flow for today while keeping an eye firmly on tomorrow. Stu, on...”
Rob SheraliTechnical Delivery · Sepura“Brought Stu in to review our AI tooling stack. He did a proper deep dive, gave us a clear plan, and containerised everything so devs could run it locally. Exactly the kind of practical, no-bullshit assessment we needed.”
Elliot T.Dev Lead · Patch“We needed a booking platform with a full API and mobile app. Agencies quoted six figures. Stu built the prototype, we got users on it, validated the concept. Now we're doing a full rebuild and it's still a fraction of agency prices. He actu...”
Jamie B.Co-founder · Rezzy“My previous developer wasn't delivering. Stu took over, didn't waste time on the mess - just rebuilt what mattered. Within a few months I had payments working and a real path to launch. No drama, just progress.”
AdeleFounder · TidyLinker“Stu's been embedded with our team for over a year. Daily standups, same Linear board, same Slack. When we needed a maintenance tracking module built - tenant requests, status workflows, admin dashboards - he scoped it and shipped it in six...”
Shawn M.Founder · Jetpack Labs“Stu delivers. Quick turnaround, high quality, no fuss. He embeds into the team properly - standups, Teams, the lot - and he's been ahead of the curve on AI tooling, both in the apps we build and in how he works. Reliable, fast, and genuinel...”
Ravi P.Product Owner · “Stu gets AI development. He's fast, clever about what to automate, and ships real working tools. Most developers talk about AI - Stu actually builds with it.”
Kevin CoyleAI Systems Architect · Drutek“We've worked with Stu for nearly ten years. When we sell a build we can't handle in-house, he's the call. Joins our Slack, matches our standards, delivers under our name. Clients never know. That's not something you get from a random contra...”
Iggy H.Founder · London Design Agency“Stu hired me and gave me a baptism of fire within AWS and infrastructure. Years later, I'm leading a DevOps team of eight. He's technically brilliant, but what I appreciated most was how he explained things - never made me feel stupid, alwa...”
Leo ChanLead DevOps Engineer · Independent“I've worked with Stu for close to ten years now. What started as me mentoring him quickly became a genuine collaboration - he's grown into someone I trust completely with Laravel architecture and AWS infrastructure. When I need something do...”
Alfred NutileAI Automation Consultant · DailyAI.Studio“Stu and I built an AI-powered documentation review tool together - it handled PR reviews, added frontmatter, found and linked related docs automatically. We went from idea to working product incredibly quickly. He's fast, he gets AI, and he...”
Emma QuigleyProduct | Automation | ContentOps · Independent“One of the things most organisations struggle with is finding that 'bridge' type of resource — someone who can speak product, understand the business, and shape the technical flow for today while keeping an eye firmly on tomorrow. Stu, on...”
Rob SheraliTechnical Delivery · Sepura“Brought Stu in to review our AI tooling stack. He did a proper deep dive, gave us a clear plan, and containerised everything so devs could run it locally. Exactly the kind of practical, no-bullshit assessment we needed.”
Elliot T.Dev Lead · Patch“We needed a booking platform with a full API and mobile app. Agencies quoted six figures. Stu built the prototype, we got users on it, validated the concept. Now we're doing a full rebuild and it's still a fraction of agency prices. He actu...”
Jamie B.Co-founder · Rezzy“My previous developer wasn't delivering. Stu took over, didn't waste time on the mess - just rebuilt what mattered. Within a few months I had payments working and a real path to launch. No drama, just progress.”
AdeleFounder · TidyLinker“Stu's been embedded with our team for over a year. Daily standups, same Linear board, same Slack. When we needed a maintenance tracking module built - tenant requests, status workflows, admin dashboards - he scoped it and shipped it in six...”
Shawn M.Founder · Jetpack Labs“Stu delivers. Quick turnaround, high quality, no fuss. He embeds into the team properly - standups, Teams, the lot - and he's been ahead of the curve on AI tooling, both in the apps we build and in how he works. Reliable, fast, and genuinel...”
Ravi P.Product Owner · “Stu gets AI development. He's fast, clever about what to automate, and ships real working tools. Most developers talk about AI - Stu actually builds with it.”
Kevin CoyleAI Systems Architect · Drutek“We've worked with Stu for nearly ten years. When we sell a build we can't handle in-house, he's the call. Joins our Slack, matches our standards, delivers under our name. Clients never know. That's not something you get from a random contra...”
Iggy H.Founder · London Design Agency“Stu hired me and gave me a baptism of fire within AWS and infrastructure. Years later, I'm leading a DevOps team of eight. He's technically brilliant, but what I appreciated most was how he explained things - never made me feel stupid, alwa...”
Leo ChanLead DevOps Engineer · Independent“I've worked with Stu for close to ten years now. What started as me mentoring him quickly became a genuine collaboration - he's grown into someone I trust completely with Laravel architecture and AWS infrastructure. When I need something do...”
Alfred NutileAI Automation Consultant · DailyAI.Studio“Stu and I built an AI-powered documentation review tool together - it handled PR reviews, added frontmatter, found and linked related docs automatically. We went from idea to working product incredibly quickly. He's fast, he gets AI, and he...”
Emma QuigleyProduct | Automation | ContentOps · IndependentNo pitch. I will tell you honestly whether AI actually solves your problem, and whether a few days a month on your bench makes sense.
Pick whatever's easiest.