Morris Jones
Senior Data Scientist
I am a senior data scientist with over 10 years of experience designing, validating, and deploying predictive models in production environments. My background spans insurance, reinsurance, and financial services, with a focus on risk modelling, probability estimation, and data‑driven decision‑making under uncertainty.
This site presents a selection of IP‑safe, self‑contained demonstration projects that illustrate my approach to modelling, evaluation, and communication.
Areas of Focus
- Predictive risk and pricing models
- Rare‑event modelling and probability calibration
- Model validation, monitoring, and governance
- Applied machine learning in regulated environments
Featured Project
Designing a Predictive Risk Model for High‑Value Assets
An end‑to‑end demonstration of a rare‑event risk modelling workflow, covering:
- Synthetic data generation
- Domain‑informed feature engineering
- Baseline modelling and interpretation
- Calibration, Brier score, and Brier Skill Score
- Post‑hoc probability calibration
Get in Touch
If you’re interested in discussing senior data science opportunities or would like to talk through any of the work shown here, feel free to get in touch.