Work AI Playground About CV & Contact The Number 44
Work

Two evidence-led capabilities, proven at scale.

Across a 20-year career spanning enterprise SaaS, supply chain, retail, travel and ecommerce, the same discipline repeats: understand before deciding, and measure before declaring success.

Grid of research photos showing the usability lab setup, an in-flight moderated session, and the team observing and synthesising findings on sticky-note walls
Discovery

Turning uncertainty into product direction.

A global, multi-phase research programme that turned an unproven concept into a validated product direction and business case — without committing engineering investment on assumption.

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Optimisation & experimentation

A consistent method for turning behavioural data into measurable gains.

125+ A/B and multivariate experiments across ecommerce, travel and retail — the same hypothesis-test-measure method, applied at every scale.

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