DATA SCIENTIST
statistical modelling + causal inference
15+ years at the intersection of data science and behavioural science. I own projects end-to-end, building statistical models and designing controlled experiments to understand and predict how people behave. I approach each problem from first principles, selecting empirical and statistical methods based on what the question requires. I translate complex findings into insight narratives and bespoke visualisation for clear, effective communication.
I am based in North West England with full right to work in the UK.
PROJECTS
Predicting When People Think Information Is “Worth It”
Information Seeking ❖ Decision Modelling ❖ Gaussian Process Models ❖ Model Comparison
Discovering Structure of Social Impressions
Social Perception ❖ Survey Research ❖ Dimensionality Reduction ❖ Latent Structure Modelling
Uncovering Why People Are Curious About Others
Social Curiosity ❖ Decision Modelling ❖ Bayesian Hierarchical Models ❖ Model Comparison
Testing the Stability of Individual Altruism Over Time
Prosocial Behaviour ❖ Longitudinal Measurement ❖ Bayesian Hierarchical Models ❖ Equivalence Testing