Consulting
I design and build decision systems for forecasting, pricing, allocation, and risk — from problem framing through production deployment.
Most engagements are with teams that have tried standard approaches and need something more tailored to their operational reality.
"The hardest part is rarely the model — it's framing the right problem, earning trust from stakeholders, and building systems that actually get used."
How I work
Engagements typically fall into one of three patterns, depending on what you need.
Advisory & Assessment
For teams that need clarity on approach before committing to a build. Includes data audits, methodology reviews, and strategic recommendations.
Design & Build
End-to-end delivery of decision systems — from problem framing through production deployment. Forecasting pipelines, pricing models, risk frameworks.
Embedded Support
Working alongside your team on an ongoing basis. Model maintenance, capability building, and knowledge transfer over time.
Working principles
These reflect how I think about the work, not marketing claims.
Decisions over dashboards
The goal is never a model or a report. It is a decision that gets made better, faster, or more consistently.
Appropriate complexity
Simple models that work beat sophisticated models that don't. Complexity is earned, not assumed.
Honest about limitations
Every model has failure modes. Understanding when not to trust a system is as important as building it.
Transfer by default
Work should leave your team stronger, not dependent. Documentation, training, and handoff are not optional.
Background
I've spent the past decade building analytical systems for companies across retail, finance, healthcare, and consumer goods. The work has ranged from demand forecasting and pricing optimization to marketing measurement and supply chain risk modeling.
Before consulting independently, I worked in data science roles where I learned that the hardest part is rarely the model — it's framing the right problem, earning trust from stakeholders, and building systems that actually get used.
I write about these topics in the articles section, and share anonymized case studies in selected work.
Get in touch
If you have a problem that might benefit from this kind of work, I'm happy to have a conversation. No sales process — just a direct discussion about whether there's a fit.
Typical response within a few days. Based in Europe, working with clients globally.