I’m a visionary yet hands-on entrepreneur with 20 + years of experience turning data, advanced analytics, and AI into profitable products and operational breakthroughs across financial services, retail /e-commerce, and technology. I’ve built global teams (0 → 350 staff), launched first-in-market cloud and GenAI programs, and delivered €- / $-hundreds-of-millions in incremental revenue, risk reduction, and cost savings for brands such as Decathlon, ING, Commerzbank, Google, Sears, and Macy’s.
Fractional Chief Data / AI Officer
1–2 day/wk executive advisory, OKR definition, org designEnterprise-grade AI roadmap, data-driven culture, C-suite alignment
GenAI Product Strategy & Prototyping
Use-case discovery, RAG/agent architecture, MVP build 8–12 week time-to-prototype, 3-year ROI model
Advanced Analytics / ML Solutioning
Model design & governance, MLOps, cloud migrationLift in CLV, fraud-loss reduction, real-time personalization
Board & Investor Advisory
Due diligence, AI risk oversight, KPI dashboardsConfident investment / governance decisions
AI & ML Leadership: GenAI, LLM fine-tuning, AutoML, computer vision
Digital Transformation: Hybrid-cloud data platforms, DevOps/ML-Ops, OKR-driven change
Product & Growth: CLV-based marketing, pay-per-use lending, data-monetization ventures
Governance & Ethics: Model-risk management, responsible-AI frameworks, regulatory alignment
Stakeholder Influence: Board-level storytelling, large-scale org mobilisation, talent mentorship
Industry Experience:
Financial Services / FinTech – cloud banking, fraud & KYC analytics, instant lending
Retail & E-commerce – omnichannel attribution, dynamic pricing, customer 360
Healthcare / Med-Tech – radiology-workflow automation, ICD-coding prediction
Technology Providers – go-to-market for AI/ML platforms, partner ecosystems
Experience:
Education
Frequent keynote speaker (Hortonworks Data Summit, IIF, WSJ events) and board member (BCC Group International, Keiretsu Forum London).
End-to-End Ownership: From strategy to production deploy with measurable ROI.
Cross-Functional Fluency: Equally comfortable in the boardroom, with engineers, or with regulators.
Speed & Pragmatism: Lean prototypes in weeks; scalable solutions without vendor lock-in.
Mentorship & Enablement: I upskill your team so capability persists after delivery.
Based in Amsterdam (UTC +2) and available worldwide.
Message me to discuss how we can turn your data and AI ambitions into tangible business value.