Data Strategy & Architecture
Not sure where to start with data? Already collecting data but not getting value from it? I help organisations define a clear data strategy and design the architecture to support it. Try my free data readiness assessment to see where you stand.
- Data maturity assessment and roadmap
- Modern data stack design (warehouses, pipelines, orchestration) — see how I rebuilt a customer-facing data platform for 10x faster reporting
- Data governance and quality frameworks
- Tool selection and vendor evaluation
Machine Learning & AI Systems
Turn your data into predictions, classifications, and recommendations that drive business value. I build production ML systems, not just notebooks.
- Problem scoping and feasibility assessment
- Model development, training, and evaluation
- MLOps and production deployment
- Monitoring, retraining, and lifecycle management
GenAI & LLM Integration
Large language models and generative AI are transforming how businesses operate. I help you cut through the hype and find the use cases that actually matter.
- Use case identification and prioritisation
- Prototype development and evaluation
- RAG (Retrieval-Augmented Generation) systems
- Prompt engineering and guardrails
- Production deployment with cost and latency optimisation
Fractional Data Leadership
Need senior data leadership but not ready for a full-time hire? I embed with your team on a flexible basis to set direction, build capability, and deliver.
- Data team hiring and structure — see how I shaped AI strategy for a climate-tech startup from advisory board level
- Technical leadership and mentorship
- Stakeholder management and data culture
- Roadmap planning and prioritisation
- Interim CDO / Head of Data services
Interested in how I work? Read my engagement terms and sample contracts before we get started.