I turn complex data and operations into clear, evidence-based decisions.
Industrial engineer and MSc Business IT graduate. I build reporting systems, run analysis and make recommendations across analytics, finance, supply chain and operations.
Selected work
08 projectsA Digital Capabilities Framework for Textile Life-Cycle Assessment
Most textile life-cycle assessment is still manual. This thesis built a framework to judge how digitally ready an organisation is across all four LCA phases.- Recorded
- 2026
- Method
- Design Science Research · Maturity modelling · Case-study validation
Increasing Resilience in the Twente Inland Shipping Corridor
How do low and high water levels affect inland shipping in the Twente corridor, and what makes it more resilient?- Recorded
- 2024
- Method
- Deltares digital twin · Simulation · KPI analysis
Power BI and an AI Copilot for a 60-Person Consultancy
A consultancy had plenty of data but no unified view. We designed and built a Power BI system and an AI Copilot layer to turn data into decisions.- Recorded
- 2026
- Method
- Power BI · Power Query · Microsoft Fabric
Predicting Airline Passenger Satisfaction with Machine Learning
Which service factors actually predict whether a passenger is satisfied? 103,904 survey records gave an answer.- Recorded
- 2025
- Method
- CRISP-DM · RapidMiner · Random Forest
Renewable vs. Non-Renewable Energy Stocks Through COVID and the Energy Crisis
From 2019 to 2022, how did COVID-19 and the energy crisis reshape renewable versus non-renewable energy stocks?- Recorded
- Coursework
- Method
- Beta analysis · Debt-to-Equity · Profit-margin analysis
The Fresh Connection: Supply Chain Simulation
Taking over a loss-making simulated juice supply chain, our team lifted ROI from -13.45% to 5.14%.- Recorded
- 2021
- Method
- Fresh Connection simulation · Vendor-managed inventory
Process Design and Carbon Analytics for Combi Terminal Twente
Two projects at the same terminal: a low-code app to speed up truck registration, and a study asking which carbon-accounting method to trust.- Recorded
- Coursework
- Method
- Mendix · OutSystems · PostgreSQL
Mindful Munchies: A Customizable Snack Subscription
A subscription snack box for students and young professionals, priced at €44.99 a month.- Recorded
- 2022/23
- Method
- Business Model Canvas · Odoo ERP · Survey research
About
Amsterdam, NLI like problems that are messy at the start and clear at the end.
I am an industrial engineer and MSc Business Information Technology graduate based in Amsterdam. My work sits at the intersection of data, operations and business decisions: building reporting systems, running analysis, and turning the results into clear recommendations.
I studied Industrial Engineering & Management at the University of Twente and completed my master’s at the University of Amsterdam, where my thesis built a framework to assess digital capabilities across the textile life cycle.
Across my projects I have worked on business intelligence, machine learning, financial analysis, supply-chain simulation and process design. I care about analysis that people can actually act on.
Business intelligence
Power BI · DAX · Power Query · Data modelling
Data & analysis
SQL · Python · Machine learning · Excel / VBA
Domain
Supply chain · Operations · Financial analysis · Process design