Full-stack developer / AI builder / business creator

I BUILDTHINGS

ON THE INTERNET.

Businesses · Apps · Software · AI · Websites

I turn ideas, problems and opportunities into working technology.

Technologies / platforms / infrastructure

ReactNext.jsTypeScriptJavaScriptPHPPythonLaravelNode.jsReact NativeExpoWordPressWooCommerceHTML5CSS3C#.NETJavaSQLPostgreSQLMySQLNeonFirebaseRedisDockerVercelAWSGoogle CloudCloudflareGitHubGitStripeOpenAIAnthropicGoogle GeminiGoogle AIMCPREST APIsGraphQLLinuxApacheNginxjQueryBootstrapReactNext.jsTypeScriptJavaScriptPHPPythonLaravelNode.jsReact NativeExpoWordPressWooCommerceHTML5CSS3C#.NETJavaSQLPostgreSQLMySQLNeonFirebaseRedisDockerVercelAWSGoogle CloudCloudflareGitHubGitStripeOpenAIAnthropicGoogle GeminiGoogle AIMCPREST APIsGraphQLLinuxApacheNginxjQueryBootstrap

Three ways to work together

01 / START

Build a business.

Turn an idea into a business with the plan, brand and digital foundations to get moving.

Planning · Research · Setup · Finance · Brand · E-commerce · Marketing · SEO · Automation · Funding support

02 / BUILD

Build the thing you need.

A website, app, platform or system, shaped around the problem it needs to solve.

Websites · Apps · SaaS · E-commerce · Software · AI · Automation

03 / GROW

Grow an existing business.

Make it easier for the right people to find you, buy from you and keep coming back.

Marketing · SEO · Google · Social media · AI search · Ads · Conversion · Automation · Digital systems

From first conversation to live product

A clear route from idea to launch.

Start with the outcome. Shape the right scope, build the product and its connections, then launch and improve it with real feedback.

  1. STEP 01

    Set the objective

    Clarify the problem, audience and outcome the work needs to support.

  2. STEP 02

    Shape the scope

    Choose the right product, priorities, integrations and delivery plan.

  3. STEP 03

    Build and connect

    Create the experience, backend and services needed to make it work.

  4. STEP 04

    Launch and improve

    Deploy, check the important journeys and use feedback to decide what is next.

Inside the build / from concept to production

How an idea becomes a working product.

The visible website is one part of a connected system. Explore how the decisions, code and infrastructure come together behind it.

Build terminal

cjc / product-engineering / 01-discover

$ scope --from brief.md --prioritise outcomes

01const brief = await intake.read("brief.md");

02const goals = extractOutcomes(brief);

03const constraints = mapConstraints(brief);

04const scope = prioritise({ goals, constraints });

05await plan.save(scope);

SCOPE DEFINEDprocess exited 0
System architecture
Live concept / 01
Understand the problem before choosing the tools.

Turn the brief into clear outcomes, user journeys and constraints. Define what a useful first release actually needs to do.

NODE 01Problem
NODE 02Users
NODE 03Scope
NODE 04Success
Connected, validated and monitored
SYSTEM / 4 CORE COMPONENTS FLOW VERIFIED

Illustrative engineering workflow. The code and architecture shown are examples, not a claim that every project uses the same stack.

The technology is the easy part

You just need to know what you're trying to achieve.

Bring me the idea, problem or goal. I'll work out the technology.

A few things in the toolbox

The project decides the technology. Not the other way around.

PHPLaravelJavaScriptTypeScriptReactNext.jsNode.jsReact NativeExpoWordPressWooCommerceFirebaseAWSVercelNeonPostgreSQLMySQLStripeAPIsAILLMsAutomation

I use whatever technology makes sense for the project.

Growth services

Get found. Get chosen. Grow.

Some of the ways I can help your business reach more of the right people, build trust and turn attention into enquiries.

AI systems / intelligence layer

Neural Architectures & Autonomous Pipelines

Beyond basic prompt wrappers: connected AI systems that retrieve the right knowledge, coordinate specialised agents and turn repeatable business processes into dependable workflows.

EXPLORE AI & SOFTWARE SERVICES

01 / RETRIEVAL

RAG & semantic search

Ground AI answers in relevant documents, structured data and vector-backed knowledge.

02 / ORCHESTRATION

Autonomous agent workflows

Coordinate tools and task steps with clear boundaries, checks and human oversight.

03 / INTEGRATION

Connected AI pipelines

Connect models to APIs, databases and existing business systems.

04 / DELIVERY

Production-minded systems

Design for observability, access control, evaluation and ongoing improvement.

Selected work / real websites

Built to work.
Made for people.

Explore selected live projects in a responsive device preview. Switch between projects and device sizes to see how each experience adapts.

VIEW ALL PROJECTS
mwfitnessuk.com
iMac viewport / 1440pxLIVE SITE / EXTERNAL CONTENT

Selected project previews load external websites. Open a project directly to visit its live website.

The people behind the projects

Good work. Real relationships.

A space for genuine client feedback. These are clearly marked placeholders until real testimonials are added.

A space reserved for a real client review.

CLIENT FEEDBACK / COMING SOON

Your words about the work, the process and the outcome.

PROJECT EXPERIENCE / COMING SOON

Verified feedback will be added here.

WORKING TOGETHER / COMING SOON

A real client story, shared with permission.

RESULTS THAT MATTER / COMING SOON

A space reserved for a real client review.

CLIENT FEEDBACK / COMING SOON

Your words about the work, the process and the outcome.

PROJECT EXPERIENCE / COMING SOON

Verified feedback will be added here.

WORKING TOGETHER / COMING SOON

A real client story, shared with permission.

RESULTS THAT MATTER / COMING SOON

A real client story, shared with permission.

RESULTS THAT MATTER / COMING SOON

Verified feedback will be added here.

WORKING TOGETHER / COMING SOON

Your words about the work, the process and the outcome.

PROJECT EXPERIENCE / COMING SOON

A space reserved for a real client review.

CLIENT FEEDBACK / COMING SOON

A real client story, shared with permission.

RESULTS THAT MATTER / COMING SOON

Verified feedback will be added here.

WORKING TOGETHER / COMING SOON

Your words about the work, the process and the outcome.

PROJECT EXPERIENCE / COMING SOON

A space reserved for a real client review.

CLIENT FEEDBACK / COMING SOON

A practical delivery path

A clear route from idea to launch.

Move from a promising thought to something people can use. Each step makes the next decision clearer, keeps the scope grounded and gives the work a way to learn after launch.

One practical step at a time

  1. 01IDEA

    Name the problem, the people it affects and the change you want to make.

  2. 02DESIGN

    Shape the user journey and decide what the first useful version needs.

  3. 03PROTOTYPE

    Make the concept tangible early, test assumptions and refine the direction.

  4. 04BUILD

    Develop the product, data and integrations around the agreed priorities.

  5. 05DEPLOY

    Prepare the live environment, test key journeys and make release checks.

  6. 06LAUNCH

    Put it in people’s hands, learn from real use and choose what comes next.

Start with the idea

From the first idea through business planning, setup, website, technology, marketing and launch, I can help build the foundations around it.

Funding support can be part of the plan when it makes sense.

Full-stack developer / AI / business / builder

A Manchester-based freelance web developer with 15+ years building websites, apps, e-commerce and custom software for businesses across Greater Manchester and the UK.

Your move

You don't need the technical plan. Start with the idea.

Learn AI. Build your idea. Launch your MVP.

AI Builder Academy

Learn how to use AI to turn your ideas into real websites, apps and MVPs, even if you don't have a traditional coding background. Practical, live 60-minute classes teach you to build with modern AI-assisted tools, not follow a traditional coding course.

EXPLORE THE ACADEMY

New practical classes added regularly.

Tools and skills

  • AI-assisted design
  • AI prototyping
  • Stitch
  • Google AI Studio
  • VS Code + AI
  • GitHub
  • Vercel
  • Neon
  • APIs
  • Deployment
  • Domains
  • Building MVPs

Technologies / platforms / infrastructure

ReactNext.jsTypeScriptJavaScriptPHPPythonLaravelNode.jsReact NativeExpoWordPressWooCommerceHTML5CSS3C#.NETJavaSQLPostgreSQLMySQLNeonFirebaseRedisDockerVercelAWSGoogle CloudCloudflareGitHubGitStripeOpenAIAnthropicGoogle GeminiGoogle AIMCPREST APIsGraphQLLinuxApacheNginxjQueryBootstrapReactNext.jsTypeScriptJavaScriptPHPPythonLaravelNode.jsReact NativeExpoWordPressWooCommerceHTML5CSS3C#.NETJavaSQLPostgreSQLMySQLNeonFirebaseRedisDockerVercelAWSGoogle CloudCloudflareGitHubGitStripeOpenAIAnthropicGoogle GeminiGoogle AIMCPREST APIsGraphQLLinuxApacheNginxjQueryBootstrap