Global Business Intelligence, Analytics & Transformation Leader
The reframe
Where finance, data and transformation become one intelligence system.
I help global organisations connect finance, enterprise data and transformation into trusted decision systems.
- FinanceFP&ACommercial FinanceBusiness PartneringPricingOperations Finance
- DataData EngineeringAnalyticsAIBIData Governance
- TransformationERPPMOChangeDeliveryAdoption
- Finance × Data — Commercial Intelligence
- Finance × Transformation — Business Transformation
- Data × Transformation — Enterprise Platforms
Connecting executive strategy with enterprise data to drive faster, smarter business decisions.
Approach
Most leaders specialise. I connect the disciplines that power enterprise decisions.
Finance
Executive decision support through FP&A, commercial finance, business partnering and operational performance.
Data
Enterprise data engineering, AI, predictive & prescriptive analytics, and trusted business intelligence.
Transformation
Global ERP, BI and AI delivery with governance, adoption and measurable business outcomes.
One version of truth.
Faster decisions.
Better execution.
Measurable value.
Capabilities
What I build.
Enterprise Finance
Enterprise Data
Enterprise Transformation
The thesis
One source of truth. Then speed.
I sit where the data meets the decision. I've spent my career integrating fragmented global operations — dozens of ERPs, scores of countries, hundreds of entities — into one trusted picture, then standing up the governance, KPIs and programmes that turn that picture into faster closes, leaner inventory and real savings.
Global footprint
Seventy-plus countries, one picture.
I've stood up reporting standards and ERP integrations that span the globe — and made the whole map legible from a single dashboard.
entities under one reporting standard
countries reporting into the same source of truth
Data foundation
From fragmented data to trusted decisions
The numbers
Outcomes, not duties.
Every figure below is something I delivered — savings banked, programmes shipped, cycles compressed.
Four days a month handed back to decisions, not reconciliation.illustrative
Hover or tap a metric to see what it meant for the business.
The difference
I don't build dashboards.
I build decision systems.
Dashboards tell you what happened. Decision systems tell you what to do next. That's the difference.
- Business Questions
- Enterprise Data
- Business Rules
- Analytics & AI
- Executive Decisions
- Business Outcomes
C-suite
The C-suite asks in five languages. I answer in one.
CEO, CFO, COO, CIO, CDO — each asks differently. They all pull on the same source of truth.
Case study
Crisis Supply Chain Visibility
Global COVID disruption threatened customer deliveries.
Built enterprise visibility across manufacturing, inventory and orders to enable proactive decision-making.
Helped leadership prioritise production, manage shortages and maintain customer commitments during one of the most challenging periods in modern supply chains.
Track record
Where I've done this.
- Jan 2007 – Apr 2009
Financial Analyst
Ford Motor Company — Canada
- I supported operational finance, reporting, planning and cross-functional improvement in a global manufacturing environment.
- Apr 2009 – Apr 2013
Senior Financial Analyst
Siemens Medical Instruments — Canada
- I led forecasting, budgeting, pricing, reporting enhancement and process improvement for commercial operations.
- May 2013 – Aug 2016
Senior Manager / Manager — Global Transfer Pricing & Inventory Management
Siemens Medical Instruments — Singapore · Singapore
- I led inventory optimisation and supply-chain transformation across 50 entities supporting Europe operations.
- I delivered €15–20M in annual bottom-line improvement through inventory optimization and transparent transfer pricing.
- I directed a centralized manufacturing and logistics hub initiative and partnered with country CFOs and CEOs.
- Sep 2016 – Jan 2025
Director, Business Intelligence
WS Audiology / Sivantos · Singapore
- I established the Enterprise Business Intelligence Platform, integrating 20+ ERP systems and local reporting into one enterprise-wide decision-support ecosystem.
- I directed a €2M global analytics platform programme — business case, governance, vendor management, deployment and change management.
- I standardized data definitions, item master structures, KPI methodologies and reporting governance worldwide.
- I conceived and delivered the Supply Chain Visibility Platform for real-time order and component-level visibility.
- I drove €5M in savings and cut month-end close from 6 days to 2, and supported executive, VP and Board decisions.
PythonDuckDB - Jan 2025 – Present
Independent Quantitative Research & Analytics Consultant
Independent · Singapore
- I apply Python, machine learning and AI-enabled methods for predictive modelling and quantitative decision support.
- I build data-driven workflows, dashboards and visualization tools on large datasets.
- I own delivery end-to-end — requirements, solution design, implementation and stakeholder communication.
PythonDuckDB
I joined a company mid-reinvention and kept the data whole while it merged and re-formed.
Those integration years are the Enterprise Business Intelligence Platform story — 20+ ERPs across 50 countries pulled into one source of truth as two companies became one.
- 2015Siemens → Sivantoscontext
Siemens sells its hearing-aid division to EQT; it becomes the independent Sivantos.
- Sep 2016I join Sivantos
Director, Business Intelligence — the post-carve-out, standalone era.
- Mar 2019Sivantos + Widex → WS Audiology
The merger that formed WS Audiology (Lynge, Denmark + Singapore). I was the BI continuity through it.
- 2019–2025Integration
I kept reporting whole as two estates became one — unifying 20+ ERPs into the Enterprise Business Intelligence Platform.
- 2025Independent
Quantitative research & analytics consulting.
Signature initiatives
What I'm known for.
Foundations
Education & certifications.
MBA, Accounting & Finance
University of Windsor
Bachelor of Mathematics
University of Windsor
Google Advanced Data Analytics
Certification
Microsoft Power BI
Certification
Executive Programme in Algorithmic Trading
EPAT
Connect
Let's build the network.
I'm building my network with senior peers across business intelligence, analytics and transformation. If our work overlaps, I'd value the conversation.
Singapore
“I don't build dashboards — I build the intelligence systems leaders decide from.”