Profile

Entrepreneurial Data Architect and Technical Product Owner with 10+ years of end-to-end experience across modern data architecture, cloud data platforms, and product delivery. Specialized in architecting and delivering scalable Databricks Lakehouse environments (Medallion architecture: landing, bronze, silver, gold, archive), Unity Catalog governance, and automated data pipelines on Microsoft Azure.

Proven track record directing cross-functional data teams (up to 15 FTE across 3 DevOps squads), rationalizing complex legacy BI estates, and executing mission-critical data warehouse migrations to cloud platforms. Bridges the gap between high-level architectural strategy (DAMA-DMBOK2, TOGAF, Kimball) and hands-on technical execution (Python, PySpark, SQL) with rigorous stakeholder alignment.

Experience

  1. IVC EvidensiaProduct Owner Data & Analytics

    Appointed to establish a centralized enterprise Data & Analytics capability and direct the project management for migrating a legacy data warehouse to Azure Databricks. Leading change management, backlog prioritization, and cross-border stakeholder engagement across the Netherlands and Belgium.

    • Databricks Lakehouse Migration: Managing the external implementation partner designing and deploying the new Azure Databricks Lakehouse platform to replace end-of-life on-premise infrastructure.
    • BI Estate Consolidation: Rationalized and cleaned up a fragmented PowerBI estate, consolidating redundant dashboards into an authoritative catalog of enterprise reporting assets, drastically cutting maintenance overhead.
    • Delivery Standardisation: Rolled out Azure DevOps as the organizational single source of truth for work tracking; built an automated integration between TopDesk and Azure DevOps to unify demand capture and incident resolution.
    • Hands-on Technical Leadership: Authored targeted SQL transformations and stored procedures to safeguard continuity of mission-critical data feeds during transition.
  2. Perfetti van Melle (PVM)Technical Product Owner Commercial Data Lake

    Led 15 cross-functional professionals across 3 DevOps squads (business analysts, data engineers, data architects) delivering an end-to-end global Commercial Data Lake on Microsoft Azure, providing commercial intelligence across the Fast-Moving Consumer Goods (FMCG) market.

    • Modern Data Platform Architecture: Architected and delivered the enterprise Azure data foundation utilizing ADLS Gen2, Azure Data Factory for hybrid ingestion pipelines, and Azure Databricks (Unity Catalog, SQL warehouses) for scalable data processing.
    • Enterprise Data Governance: Established comprehensive Data Quality Frameworks within the lakehouse, enforcing metadata standards, auditability, and data reliability across global business entities.
    • Executive Decision Enablement: Designed and rolled out standardized executive KPI dashboards in PowerBI, aligning commercial metrics across international sales channels.
    • Dimensional Modeling: Engineered robust Kimball star schemas and departmental data marts, optimizing query performance for self-service business intelligence.
  3. Algemene Pensioen Groep (APG)Senior Data Steward

    Led initiatives to establish end-to-end data lineage, formalize data governance, and elevate data quality across strategic pension information products.

    • Collibra Implementation: Deployed Collibra to catalog critical data assets and establish verifiable end-to-end data lineage adhering to DAMA-DMBOK2 standards.
    • Data Quality Remediation: Performed comprehensive GAP analyses and impact assessments across enterprise data warehouses; developed SQL remediation routines resolving systemic data discrepancies.
    • Architecture & Lineage Modeling: Mapped complex functional and technical data flows in BizzDesign using BPMN 2.0 to support strict regulatory and compliance oversight.
  4. Ministry of Defence (via Capgemini)Product Owner Data Governance

    Spearheaded the introduction and institutionalization of Data Governance, Quality Management, and Asset Lifecycle processes within the Royal Netherlands Army (Koninklijke Landmacht).

    • Defense Governance Framework: Implemented DAMA-DMBOK2 best practices focusing on stewardship, classification, data quality metrics, and information security standards.
    • Collibra Asset Cataloging: Configured Collibra to secure visibility, accountability, and governance over defense data assets, business glossary terms, and technical infrastructure.
    • Agile Program Governance: Introduced SAFe/Scrum operating cadences (PI Planning, sprint refinement, retrospectives) and led stakeholder workshops driving cultural adoption of data-centric operating models.
  5. Enexis (via Accenture)Product Owner Business Intelligence

    Managed the BI and analytics product portfolio supporting grid expansion and operational efficiency for the Dutch energy transition at one of the nation's premier grid operators.

    • Data-Driven Operational Impact: Delivered analytical solutions and operational dashboards optimizing groundwork project schedules, enhancing supply-chain visibility, and speeding up returned-material recycling cycles.
    • Architecture Evolution: Applied TOGAF architectural principles to align the BI portfolio with enterprise architecture standards; defined and executed the strategic multi-year BI roadmap.
    • Agile Coaching: Coached cross-functional delivery teams and business stakeholders in SAFe/Scrum practices, resulting in predictable sprint velocities and reduced cycle times.
  6. AccentureData Analyst & Data Engineer (Consultant)

    Delivered technical consulting across data engineering, pipeline development, dimensional modeling, and infrastructure performance for enterprise clients:

    • Rituals (Jan 2021 – Dec 2021): Developed and maintained production ETL pipelines using Python, Java, and SQL. Built dimensional Kimball models (fact and dimension tables) and administered PostgreSQL, SQL Server (SSIS), and Linux environments. Result: Reduced SQL error time-to-resolve and optimized store inventory allocation.
    • CBR (Dutch Driver Licensing Agency) (Apr 2019 – Dec 2021): Engineered automated performance measurement solutions using Python and Java across complex medical file evaluation workflows. Result: Proactively pinpointed system bottlenecks and accelerated incident remediation times.
    • City of Rotterdam & City of Amsterdam (Apr 2019 – Dec 2021): Analyzed and visualised infrastructure bottlenecks across 20+ public enterprise applications and virtual machine platforms. Configured CI/CD environments and automated SQL cleansing routines.
    • Basic-Fit (Apr 2019 – Dec 2021): Monitored mobile app performance telemetry; delivered dashboards that pinpointed latency hotspots, boosting user satisfaction scores.
  7. I&DT Software GroepBusiness Analyst

    Conducted business requirements engineering, GAP analyses, and BPMN process workflows for Productware Warehouse Management System (WMS) rollouts. Result: Streamlined warehouse operations and inventory control across retail and distribution clients.

    Skills

    Architecture & Modeling

    • Databricks Lakehouse
    • Medallion Architecture
    • Kimball Dimensional Modeling (star/snowflake schemas, facts & dimensions)
    • Data Warehousing
    • Data Lineage
    • TOGAF
    • Enterprise Architecture
    • BizzDesign
    • BPMN 2.0

    Platforms & Cloud

    • Microsoft Azure (Azure Databricks, Azure Data Factory, Azure Data Lake Storage Gen2, Azure DevOps)
    • Snowflake
    • Linux/Windows Server environments

    Data Engineering & Governance

    • Unity Catalog
    • Collibra
    • DAMA-DMBOK2 framework
    • Data Quality Frameworks
    • Matillion
    • Stored Procedures
    • CI/CD
    • Git / GitHub / Bitbucket

    Languages & Tools

    • Python
    • PySpark
    • SQL (T-SQL, PostgreSQL, MySQL)
    • Java
    • R
    • PowerBI
    • Splunk
    • REST APIs

    Product & Delivery Leadership

    • Technical Product Ownership
    • SAFe / Agile / Scrum (PSPO I, PSM I)
    • PI Planning
    • Roadmapping
    • Backlog Management
    • Stakeholder Management
    • Change Management

    Projects

    Migration to a Databricks Lakehouse

    Programme replacing an end-of-life on-premise data warehouse with an Azure Databricks Lakehouse, including the clean-up of a fragmented PowerBI estate and the standardisation of the delivery workflow.

    • Databricks
    • Azure
    • Unity Catalog

    Commercial Data Lake and data governance

    Global Commercial Data Lake on Azure with ADLS Gen2, Azure Data Factory and Databricks, with enterprise Data Quality Frameworks, standardised KPI definitions and optimised star schemas for self-service analytics.

    • ADLS Gen2
    • Data Factory
    • Kimball

    Data lineage and asset governance with Collibra

    Collibra configured as the central platform for end-to-end data lineage, business-critical information products and data classification, following DAMA-DMBOK2 and with BPMN 2.0 models to support audit and regulatory oversight.

    • Collibra
    • DAMA-DMBOK2
    • Data Quality

    Education

    • Hogeschool van Amsterdam

      Amsterdam University of Applied Sciences (HvA)

    • Hogeschool van Amsterdam

      Amsterdam University of Applied Sciences (HvA)

    • Hogeschool van Amsterdam

      Amsterdam University of Applied Sciences (HvA)

    Certifications

    • Build Machine Learning Solutions using Azure Databricks (DP-3014)

    • Implementing a Data Analytics Solution with Azure Databricks (DP-3011)

    • Azure Data Fundamentals (DP-900)

    • Azure Databricks Lakehouse Fundamentals

    • Microsoft Certified: Azure Administrator Associate

    • Enterprise Architecture Fundamentals

    • Data Intelligence

    • Data Architecture Professional Associate

    • Data Architecture Foundation

    • Certified SAFe® Agilist / Leading SAFe

    • Professional Scrum Product Owner I (PSPO I)

    • Professional Scrum Master I (PSM I)

    • Splunk Enterprise Certified Admin

    Languages

    • DutchNative
    • EnglishFluent (Full Professional Proficiency)