I build and scale AI, optimisation and software systems
that turn complexity into better decisions, measurable value
and more capable organisations.
REAL PROBLEMS. REAL SYSTEMS. REAL OUTCOMES.
01QUINTIQFrom data to better decisions in a complex world.
At Quintiq, I helped build and scale optimisation software that enabled organisations to make better decisions in complex, real-world environments — from manufacturing and logistics to workforce and supply chain planning.
Read the caseAt Volvo Cars, I developed and implemented an AI operating model to identify, fund and productionise AI solutions — with real impact across the business. A flagship example is the maintenance copilot in our Chinese factories.
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03AI ECONOMICSWhen AI scales, architecture becomes economics.
As AI moved into high-volume use, I approached compute and model usage as an engineering and product problem — not just a procurement cost. By optimising architecture, orchestration and resource utilisation, we made AI more efficient, scalable and economically viable.
Read the caseI work where technology, business systems and organisational decisions meet — shaping direction, building capability and staying accountable for outcomes.
Find the constraint that limits the outcome before selecting the technology.
Increase investment as uncertainty falls, and be willing to stop.
Production value requires ownership, economics, reliability and adoption.
