Experience

Data Scientist, Rabobank

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May 2025 - Present · Utrecht, Netherlands

Working in FinCrime ML, applying machine learning to financial crime detection and risk-focused decision support.

• Develop and improve machine learning solutions for financial crime use cases.
• Work with data, model, and domain stakeholders to translate risk and compliance needs into practical analytical solutions.
• Contribute to responsible, explainable, and production-aware model development in a regulated financial services environment.
• Apply data science methods across model experimentation, validation, monitoring, and stakeholder communication.

Data & AI Consultant, Microsoft

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Sept 2022 - April 2025 · Schiphol, North Holland, Netherlands

Delivered Data & AI consulting engagements for enterprise customers, translating business needs into technical solution designs and implementation plans across data platforms, business intelligence, advanced analytics, and AI.

• Led Data & AI solution design across customer engagements, connecting business requirements with scalable technical architectures.
• Developed high-level and detailed design documentation for statements of work, delivery planning, and stakeholder alignment.
• Implemented modern data and analytics solutions using Microsoft cloud technologies.
• Supported projects across data platforms, business intelligence, and advanced analytics with a focus on delivery quality and customer value.
• Mentored fellow consultants and contributed to continuous improvement across project teams.

Data Scientist, Philips

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Sept 2021 - Aug 2022 · Eindhoven, North Brabant, Netherlands

Worked on motion-based delirium detection research, combining signal processing, feature engineering, and machine learning methods in a healthcare innovation context.

• Reviewed existing literature on motion-based delirium detection methods.
• Derived features indicative of delirium using accelerometer and 3D depth camera data.
• Benchmarked motion feature performance across different input signals.
• Documented scientific and algorithmic findings for research and development stakeholders.

CRM Data Analyst, A.S. Watson

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Mar 2021 - Aug 2021 · Vilvoorde, Flanders, Belgium

• Supported data analysts in conducting and presenting analyses to various stakeholders.
• Conducted introductory sessions on Tableau for new colleagues and departments.
• Assisted in updating recurring reports and suggested improvements for report automation and process efficiency.
• Familiarized with Adobe Campaign for customer campaign selections and learned retail research techniques, including A/B testing.

Teaching Assistant, Eindhoven University of Technology

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Sep 2018 - May 2021 · Eindhoven, North Brabant, Netherlands

Department of Mathematics and Computer Science.

• Supported teaching and assessment for more than 150 students across technical courses including Python programming, data science research methods, logic, and mathematics.

Research Assistant, Eindhoven University of Technology

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Sep 2019 - Apr 2020 · Eindhoven, North Brabant, Netherlands

Department of the Built Environment.

• Conducted econometric research combined with machine learning techniques using Python, R, and Stata, focusing on Real Estate Management and Development.