Bio
Bridging business, data, and governance to drive measurable performance. Background in financial risk, revenue strategy, and enterprise analytics. Focused on transforming data into reliable business advantage.
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Short Executive Bio
I am a data professional specializing in business-critical analytics, data governance, and information management within regulated and commercial environments. My background combines financial risk reporting, metadata management, and revenue optimization, allowing me to translate complex data ecosystems into clear, actionable business insight.
I have led data initiatives in financial services and hospitality, delivering measurable impact across pricing strategy, regulatory reporting, data quality, and performance management. My work focuses on ensuring that data is not only accurate and compliant, but strategically useful.
With a strong foundation in economics, information systems, and data management standards, I operate at the intersection of business, technology, and governance — where data becomes a competitive advantage rather than a technical burden.
What I Do Best
- Transform fragmented data into structured, governed, and trusted information
- Build analytical models that directly improve business performance
- Design dashboards and reporting systems that drive executive decision-making
- Translate regulatory and governance requirements into practical data solutions
- Bridge business stakeholders, analysts, and technical teams
Core Expertise
Data & Analytics
- SQL, Python, Excel
- Power BI, Tableau
- KPI design and performance analytics
- Forecasting and pricing models
- Data storytelling and visualization
Data Governance & Management
- Metadata management
- Data lineage and traceability
- Data quality monitoring
- Data governance frameworks (DAMA CDMP)
- Regulatory reporting support
Business Domains
- Financial risk management
- Revenue management and pricing strategy
- Portfolio performance analysis
- Operational and financial reporting
Career Highlights
- Improved RevPAR by ~7% and low-season occupancy by ~10% through dynamic pricing models in a €12M hospitality portfolio.
- Built automated Power BI dashboards reducing reporting effort by 50% while increasing executive visibility.
- Led metadata and data lineage initiatives ensuring regulatory transparency in financial risk reporting.
- Increased governance compliance by 80% through stakeholder training and framework implementation.
- Delivered €300K+ in identified annual performance improvement opportunities.
Education & Credentials
- M.Sc. Economics – Information Systems Science, Finance & Commercial Law
- M.Sc. Chinese Language & Culture
- Certified Data Management Professional (CDMP – DAMA)
Professional Philosophy
I believe data only creates value when it is:
- Trusted
- Governed
- Clearly understood by business
My approach prioritizes business relevance over technical complexity, without sacrificing rigor, structure, or compliance.