Services
Agentic AI systems, platform engineering, data infrastructure, and strategic consulting.
Agentic AI Systems
AI agents that receive an event, reason about it, and act — autonomously extracting structured intelligence from documents, images, and data without human intervention
- Document and image intelligence: structured, queryable data from any visual or text input
- RAG systems — AI that answers accurately from your data, not its training data
- Event-driven autonomous pipelines: trigger → reason → act → record, no human in the loop
- Semantic search via embeddings — find by meaning, not keywords
- Provider-agnostic: AWS Bedrock, OpenAI, Anthropic, or locally-hosted via Ollama
Strategic Engineering
Custom day-rate consulting for infrastructure, backend, and data challenges
- Infrastructure modernisation and cloud migrations
- System reliability and performance engineering
- Technical leadership and architecture decisions
- Multi-disciplinary expertise across the stack
Platform Engineering Foundation
Production-ready AWS and GitHub infrastructure—delivered in weeks, not months
- Multi-account AWS setup with SSO and centralised billing
- Terraform infrastructure-as-code with three-tier architecture
- GitHub organization with CI/CD and self-service platform
- Complete documentation and operational runbooks
Technical Leadership & Architecture
Engineering leadership and systems architecture for scaling products from tens to hundreds of engineers
- North star architecture aligning backend, frontend, and data teams
- Systems integration and middleware for disparate platforms
- Engineering leadership for teams scaling to 100+ engineers
- Infrastructure scaling from prototype to production
Data Engineering
Production-grade data infrastructure and platform engineering that scales from gigabytes to terabytes
- Multi-tier S3 architectures with AWS Glue catalogs
- Event-driven pipeline infrastructure with Lambda and Step Functions
- Real-time streaming infrastructure
- Pairing with your data engineers for production platforms
AI-Enabled Standards & Skills
Dual repository setup teaching AI your technical standards and operational workflows
- ai.guardrails repository with technical standards (8-12 skills)
- ai.skills repository with operational workflows
- Industry best-practice foundations customised to your patterns
- Living documentation that evolves with your engineering practices
DNS Management
In-house DNS infrastructure with Route53, wildcard certificates, and multi-environment delegation
- Route53 hosted zones with automatic ACM certificates
- Multi-environment subdomain delegation
- Infrastructure-as-code with complete audit trails
- CloudWatch logging and query analytics
How I work
Business first, technology second
Every architecture decision traces back to a requirement. I decompose the problem before reaching for tools.
The full chain, no hand-offs
Architecture, implementation, documentation, handover — one person, full context, start to finish.
Built to outlast the engagement
Your team inherits understanding, not dependency. Every system I've handed over is still running.