AI & LLM Frameworks
The core AI stack for building production AI applications.
- OpenAI GPT-4o
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Claude
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Gemini
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LangChain
- LangGraph
- CrewAI
Hire a UK Based Generative AI Developer Who Builds Custom LLM Powered Applications That Deliver Real Results
I help UK startups and SMEs build custom generative AI applications powered by the latest LLMs including OpenAI, Claude, and Mistral. From AI content generation and intelligent document processing to fully automated generative AI workflows, every solution is built precisely around your business. GDPR compliant, production ready, and designed to scale without breaking under real user demand.
Ready to build something smart, scalable, and results-driven?
Let’s discuss your AI, automation, or full-stack project and map out the best solution for your business.
- 24hr Response
- GDPR Compliant
- UK Based
- 7+ Years Experience
About me
UK Based Generative AI Developer and LLM Powered Application Specialist
I am a UK based generative AI developer specialising in building custom LLM powered applications for UK startups and SMEs. I turn generative AI from an exciting experiment into a production ready feature that creates real measurable value for your business and your users from the very first deployment.
- Custom Generative AI Application Development
- LLM Integration and Generative AI Workflow Automation
- RAG Powered Generative AI Development
- GDPR Compliant Generative AI Architecture
1K
Years Of Experience
1K
Project Complete
1%
Client Satisfactions
Sound Familiar? These Are the Problems UK Businesses Tell Me Every Week
These are exactly the problems I solve. Every single day. For UK businesses
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AI Experiments That Never Reach Production
Your team has built several generative AI prototypes that impressed everyone internally but not one has ever made it into a real production environment.
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Generic AI Tools That Do Not Fit Your Business
Off the shelf generative AI tools are too generic for your specific needs and no amount of prompting will ever make them work properly for you.
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Generative AI Handling Data Without GDPR Controls
Your generative AI features are processing business and customer data without any proper UK GDPR controls meaning every output creates a potential compliance risk.
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Hallucinating AI Outputs Damaging Business Credibility
Your generative AI keeps producing inaccurate outputs that your team has to manually check and correct before they can be used by anyone at all.
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Generative AI Disconnected From Real Business Data
Your AI generates generic content because it has no access to your actual business knowledge base and produces outputs that are never specific enough.
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Spiralling LLM API Costs Nobody Can Control
Generative AI API costs are growing faster than expected and nobody on the team knows exactly how to reduce them without sacrificing output quality.
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Generative AI Too Slow for Real User Expectations
Response times from your generative AI features are far too slow and users are abandoning the feature before it ever delivers the value it promised them.
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No Internal Expertise to Build Generative AI Properly
Your development team is skilled but building production grade generative AI is a specialist discipline that nobody internally has the specific experience to handle.
What Is Generative AI Development?
Generative AI development is the process of building custom AI applications that create original content, automate complex workflows, and solve real business problems using large language models like OpenAI, Claude, and Mistral. Unlike off the shelf AI tools, a properly built generative AI application is trained, fine tuned, and connected to your actual business data so every output is accurate, relevant, and genuinely useful rather than generic and unreliable.
What You Get With Generative AI Development? Service
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Custom Generative AI Application Development
I build custom generative AI applications that create real value for your business and your users.
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AI Content Generation and Automation
I build generative AI systems that produce accurate on brand content automatically without any manual effort.
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RAG Powered Generative AI Development
I connect generative AI directly to your business data so every output is accurate and relevant.
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Generative AI Workflow Automation
I automate complex business workflows with generative AI that thinks, decides, and acts without human involvement.
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LLM Integration and Fine Tuning
I integrate and fine tune LLMs on your specific data so outputs reflect your exact business context.
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Intelligent Document Generation and Processing
I build generative AI systems that create and process documents accurately at scale without any manual handling.
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GDPR Compliant Generative AI Architecture
I build every generative AI system fully aligned with UK GDPR and ICO standards from day one.
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Generative AI Monitoring and Optimisation
I monitor and continuously optimise your generative AI so performance and accuracy stay sharp after launch.
Tools & Technologies I Work With
Industry-leading AI frameworks, cloud platforms, and full-stack technologies — always using the right tool for the right solution.
Vector DB & Data
High-performance data stores for context-aware applications.
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Pinecone
- ChromaDB
- Weaviate
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MongoDB Atlas
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PostgreSQL
Full Stack Dev
Modern frameworks for scalable, reactive web applications.
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React.js
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Next.js
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Node.js
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Express.js
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Python
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FastAPI
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TypeScript
Cloud & DevOps
Scalable infrastructure and deployment pipelines.
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AWS
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Azure
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GCP
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Docker
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Vercel
Automation
Connecting apps and automating workflows efficiently.
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n8n
- Make
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Zapier
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HubSpot
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Salesforce
My Process
How I Build Generative AI Development
How I Build Generative AI Development
My Proven 4-Step Process
A transparent, structured approach so you always know what's happening and when.
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Free Discovery Call
Day 1We talk through your business, your customers, and exactly what you need. No sales pressure. Just honest advice.
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Strategy & Architecture
Days 2–3I design the conversation flows, data sources, and technical plan — shared with you for approval before any build.
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Build, Train & Test
Weeks 1–3Full development, AI training on your data, integration, and thorough testing before anything touches your customers.
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Launch & Handover
Week 3+Live deployment, full documentation, team walkthrough, and 30 days of post-launch support included.
Sectors I Serve Across the UK
Startups & Scale-ups
Rapid MVP development and AI-powered products built for UK startups ready to grow fast.
Fintech & Financial
Fraud detection, risk scoring, automated trading, and AI-powered financial analytics for UK finance firms.
Healthcare & MedTech
GDPR-compliant AI tools for patient management, clinical workflow automation, and medical data analysis.
E-Commerce & Retail
AI product recommendations, dynamic pricing, intelligent search, and customer personalisation for UK online stores.
Legal & LawTech
Contract review, document analysis, and legal research automation for UK law firms and consultancies.
Enterprise & Corporate
Large-scale AI integration, CRM automation, and intelligent workflow systems for UK enterprises.
Real Estate & PropTech
AI-powered property valuation, lead automation, and smart search platforms for UK property businesses.
Logistics & Supply Chain
Route optimisation, predictive inventory management, and supply chain intelligence for UK logistics firms.
Education & EdTech
Personalised learning platforms, AI tutors, and automated assessment tools for UK education providers.
Manufacturing & Industry 4.0
Predictive maintenance, quality control automation, and smart production systems for UK manufacturers.
Cybersecurity
AI-powered threat detection, anomaly monitoring, and intelligent security systems for UK organisations.
Marketing & Advertising
AI content generation, campaign automation, customer segmentation, and predictive analytics for UK agencies.
Energy & CleanTech
AI-powered energy management, demand forecasting, and sustainability analytics for UK green energy firms.
Automotive & Transport
Autonomous systems, fleet management AI, and driver behaviour analytics for UK transport companies.
Gaming & Entertainment
AI-driven game mechanics, personalised content, and intelligent user experience platforms for UK studios.
Hospitality & Travel
Booking automation, personalised guest experiences, and AI-powered customer support for UK hospitality brands.
Insurance & InsurTech
Risk assessment automation, fraud detection, and AI-driven claims processing for UK insurance firms.
Biotech & Pharmaceuticals
Drug discovery support, clinical data analysis, and research automation for UK life sciences companies.
Public Sector & Government
Secure, compliant AI solutions for data analysis, citizen services, and administrative automation in UK public services.
HR & Recruitment
AI-powered candidate screening, interview analysis, and talent matching platforms for UK hiring teams.
Ready to Turn Generative AI Into a Real Business Advantage?
I work with UK startups and SMEs who are ready to move beyond AI experiments and build generative AI that works properly in production. Whether you need a custom LLM application, RAG powered workflows, or full generative AI automation I can deliver it.
No generic AI wrappers dressed up as custom builds. No offshore teams who never understand your business. Just focused generative AI development from a UK based specialist who builds production ready applications that create real measurable value from day one.
Clients Testimonials
What UK Clients Say About Working With Me
Real results from real UK businesse no made-up reviews, no agency fluff. Just honest feedback from clients who trusted me to build their AI solutions from scratch.
We had a generative AI prototype nobody could get into production. Within four weeks we had a fully working LLM powered feature live and our users genuinely love what it does.
Generic AI tools kept producing outputs that were completely off brand. The custom generative AI built for us understands our business context and produces accurate content our team actually uses every day.
Hallucinating AI outputs in a legal product are simply not acceptable. The RAG powered generative AI built for us is accurate, reliable, and has passed every internal quality review without issues.
GDPR compliance for generative AI handling patient data was our biggest concern. Everything was handled properly from day one and our legal team approved the final architecture without raising a single issue.
LLM API costs were completely out of control before this engagement. The optimised generative AI architecture cut our monthly spend significantly and output quality actually improved at the same time.
We needed generative AI connected to our entire product catalogue and customer data. The RAG powered system handles thousands of daily requests accurately and our support workload has dropped considerably.
Automating document generation with generative AI saved our team hours every single week. The system is accurate, fast, and handles every document type our business produces without any manual intervention.
We tried building generative AI internally and failed twice before bringing in external help. The final production system works exactly as promised and our team learned a huge amount throughout the process.
Got Questions About Generative AI Development? Here Are the Honest Answers
What is the difference between generative AI and standard AI development?
Standard AI recognises patterns and makes predictions. Generative AI creates original content, answers complex questions, and automates workflows using large language models. The key difference is that generative AI produces new outputs rather than simply classifying existing data making it far more powerful for real business applications.
Which LLMs do you build generative AI applications with?
Primarily OpenAI, Claude, and Mistral depending on your specific requirements, budget, and data privacy needs. I assess every project individually and recommend the right model for your use case rather than defaulting to the most popular option regardless of whether it actually fits.
How do you stop generative AI from producing inaccurate outputs?
RAG pipeline integration is the most effective solution. By connecting your generative AI directly to your verified business knowledge base every output is grounded in accurate real data rather than model assumptions. Prompt engineering and output validation layers are also built in from the start.
Can you build generative AI that is fully GDPR compliant for UK businesses?
Yes. Every generative AI application I build follows UK GDPR and ICO standards from day one. This includes lawful basis documentation, data minimisation controls, and proper handling of any personal data your generative AI system processes or generates during normal business operation.