Data Science & Machine Learning
I build predictive and analytical systems — from a first model through to production deployment — for organisations in regulated and data-heavy sectors. Practical, validated, and built to run.
What I deliver
Predictive models
Classification and regression for churn, risk, dropout and pricing, with SHAP explainability so decisions are defensible.
Segmentation
Behavioural and customer segmentation that marketing and product teams can actually act on.
Forecasting & time series
Demand, capacity and financial forecasting with ARIMA, Prophet and LSTM models.
Deployment & dashboards
Models put into production with clear, interactive reporting your team can use.
How I work
Discovery
We start with the decision you need to make, the data you hold, and what a good outcome looks like.
Scope
A clear, fixed-scope proposal with defined deliverables and success criteria — no open-ended billing.
Build
Modelling, validation and iteration against your real data, with progress you can see.
Handover
Production-ready code, documentation and a dashboard or interface your team can actually use.
Capabilities & tools
Selected related work
Have a project in mind?
Tell me about the decision you're trying to make with your data. I'll tell you honestly whether I can help.
Get in touch