Understanding and Adhering to JSON Schema for AI Output
A brief overview and example of how AI models generate structured JSON output compliant with a specified JSON Schema, highlighting common pitfalls and best practices.


Senior Technical Consultant | Full-Stack Architect | AI & Automation Specialist
Technical Consultant and Full-Stack Architect with 18 years' experience designing, integrating, and delivering modern cloud-native and AI-driven systems. Specialist in connecting complex enterprise environments through API-led architecture, automation, and workflow intelligence.
Trusted by SaaS, fintech, and compliance-driven organisations to modernise legacy platforms, streamline processes, and accelerate digital transformation. My neurodivergent wiring means I bring hyperfocus, pattern recognition, and sustained commitment to complex technical challenges - turning ambitious visions into scalable reality.
I design and implement robust, scalable architectures that grow with your business. From API-led integration patterns to cloud-native infrastructure, I build systems that are maintainable, performant, and future-proof.
Key Deliverables:
Recent Example:
Architected Laravel 12 + React CMS and Next.js 14 Dashboard for A2V Limited, integrating Sage 200 ERP and Monday.com for real-time compliance management across 5 departments.
When I hyperfocus on a problem, I don't stop until it's solved systematically. I see patterns others miss and architect solutions that address root causes, not just symptoms.
I move fast from concept to working prototype, using modern AI tools and frameworks to validate ideas quickly. This means faster feedback loops and reduced time-to-market for new features.
I excel at connecting disparate systems and creating unified platforms. My experience spans CRMs, ERPs, payment processors, and custom APIs - I make them work together seamlessly.
Where others get overwhelmed by complexity, I thrive. I can maintain deep focus on intricate technical challenges for extended periods, ensuring nothing falls through the cracks.
I'm looking for organizations that need deep technical expertise in modernizing legacy systems, building AI-driven automation, or architecting scalable cloud infrastructure. Companies that value:
Deep expertise across the entire Laravel ecosystem, from core framework features to deployment platforms and third-party integrations.
As an AI specialist, I don't just build AI products - I actively use AI tools in my daily workflow to accelerate development, experiment with emerging technologies, and stay at the cutting edge of innovation.
I use GitHub Copilot and Cursor daily for code generation, refactoring, and documentation. This allows me to move faster while maintaining high code quality.
I leverage V0.dev, Bolt, and other AI prototyping tools to quickly validate ideas and create working demos. This dramatically reduces time-to-feedback for new features.
I actively experiment with OpenAI, Claude, Gemini, and other LLMs to understand their strengths and choose the right model for each use case.
I build custom n8n workflows and AI agents to automate repetitive tasks, from data processing to customer communication, freeing up time for high-value work.
I believe AI is a tool for augmentation, not replacement. The best results come from combining AI's speed and pattern recognition with human judgment, creativity, and domain expertise. I use AI to handle the repetitive and mundane, so I can focus on architecture, strategy, and solving complex problems that require deep technical understanding.
Flexible engagement options to match your project needs and compliance requirements
Long-term technical leadership roles in SaaS, fintech, or enterprise environments.
If you're looking for a senior technical consultant who can architect scalable systems, integrate AI automation, and deliver measurable business impact, let's talk.
Available for contract or direct consulting engagements from November 2025
Day rate: £500-1000 depending on engagement
A brief overview and example of how AI models generate structured JSON output compliant with a specified JSON Schema, highlighting common pitfalls and best practices.
