How I Help
Every engagement starts with understanding your business. What are the bottlenecks? Where does your team spend time on repetitive work? What would change if certain processes were 10x faster? From there, we move quickly to implementation — because AI's value is in working systems, not strategy documents.
AI Strategy & Assessment
Not every business problem needs AI, and not every AI tool solves real problems. I'll work with your team to identify where AI creates genuine value — and where it doesn't.
What you get:
- Workflow audit to identify high-impact AI opportunities
- Realistic assessment of what's achievable now vs. what's hype
- Prioritised roadmap of quick wins and longer-term projects
- Tool recommendations based on your budget and technical maturity
- Cost-benefit analysis for each opportunity
This isn't a 50-page report. It's a practical action plan you can start executing immediately.
AI-Powered Application Development
I build working web applications, search systems, automation tools, and data processing pipelines using AI-assisted development. This approach delivers production-quality systems at a fraction of the traditional cost and timeline.
What I build:
- AI-powered search and retrieval systems
- Content processing and generation pipelines
- Custom chatbots and conversational interfaces
- Data analysis and reporting automation
- Workflow automation tools
- Serverless web applications on AWS
Technology stack: AWS (Lambda, DynamoDB, API Gateway, S3, CloudFront), Python, JavaScript, Claude API, and other AI APIs as appropriate.
Team AI Enablement
Your team can be dramatically more productive with AI tools — but most people are barely scratching the surface. I work hands-on with teams to build real AI skills, not theoretical knowledge.
What this looks like:
- Hands-on workshops with your team's actual work (not generic demos)
- AI tool selection and setup for your specific workflows
- Prompt engineering training for non-technical staff
- AI-assisted coding workshops for development teams
- Ongoing support as your team builds confidence
Cloud Infrastructure & DevOps
AI systems need reliable, secure, cost-effective infrastructure. With 15+ years of AWS experience and five certifications (including Solutions Architect Professional and DevOps Professional), I design and deploy cloud architectures that scale.
Services include:
- AWS architecture design and migration
- Serverless application deployment
- Security audit and hardening
- Cost optimisation reviews
- CI/CD pipeline setup
- Infrastructure as Code (CloudFormation, SAM)
How Engagements Work
1. Free Consultation
30-minute call to understand your situation. No sales pitch — just an honest conversation about what's possible and whether I'm the right fit.
2. Scope & Proposal
Clear scope, fixed or capped pricing, defined deliverables. No surprises. I'll tell you upfront if something isn't worth doing.
3. Build & Deliver
I work iteratively — you see progress regularly, not just at the end. Course corrections happen early, not after the budget is spent.
4. Handover & Support
You own everything I build. Full documentation, knowledge transfer, and optional ongoing support to keep things running.