Teaching Experience
Teaching Experience
Data and Analytics for Good
BSc Business Analytics + BSc Econometrics and Operations Research
An interdisciplinary elective in which students use data analytics to address societal challenges related to resilience and social justice. I designed and coordinate the course, which combines conceptual discussions, spatial-data analysis, company collaboration and project-based learning.
Spring 2026
Knowledge Discovery and Data Analytics
BSc Business Analytics
A first-year course introducing the complete data-analysis process, from exploratory analysis and preprocessing to statistical inference and predictive modelling. As course coordinator, I am responsible for the course design, teaching team, assessment and integration of lectures, tutorials and applied projects.
Fall 2025
Fall 2024
R Functions and Libraries
BSc Business Analytics
A practical skills course in which students learn to manipulate, restructure and analyse data using R and the tidyverse. The course emphasizes reproducible workflows and prepares students to apply programming skills independently in subsequent analytics courses.
Winter 2026
Winter 2025
Software Skills
BSc Business Engineering
A first-year programming course for Business Engineering students. I coordinate the introductory Python module, in which students learn fundamental programming concepts through structured exercises and applied problems, and the overall course.
Spring 2026
Spring 2025
Calculus
BSc Business Engineering
Fall 2024
Industrial Analytical Reporting
BSc Business Analytics
Spring 2024
Python and Web Design
BSc Business Analytics
Winter 2024
MSc Business Intelligence and Smart Services
Fall 2022
Fall 2021
Fall 2020
Research Methods for Global Studies
BSc Global Studies
Fall 2022
BSc Econometrics and Operations Research
Fall 2021
Management of Operations and Product Development
BSc International Business
Spring 2019
BSc Economics and Business Economics
Fall 2019
Average tutor grade: 8.6/10
Average course grade: 8.1/10
Cleven, F: Content is King, or Queen? Predicting Gender Differences in Crowdfunding Campaign Success – A Machine Learning Approach
2026 - MSc Information Management and Business Intelligence
Ntinelis, T: Artificial Intelligence as an enabler of sustainability transparency: EU practitioner perspectives on the Digital Product Passport
2026 - MSc Digital Business and Economics
Krawczyk, A: Predictive Modelling of Nitrogen Policy Effects on Dairy Farming in Limburg
2025 - MSc Business Intelligence and Smart Services
Brisbois, J: Driver-Specific or Grid-Wide? A Study of Predictive Model Architectures in Formula 1 Racing
2025 - MSc Business Intelligence and Smart Services
Ciardullo, L: Perceptual and Engagement Outcomes of AI Versus Human Imagery
2025 - MSc Digital Business and Economics
Hartwig, I: Evaluating the Potential of Augmented Reality in Enhancing Financial Literacy and Decision Making: A Literature and Case Study Review
2025 - MSc Digital Business and Economics
Pinto, L: Community platform-driven engagement strategies for positive network effects in a B2B marketplace in the software development industry
2023 - Thesis Internship Project with Amplifyre
Li, Xiaoqian: Data analyst skills requirements for fresh graduates
2023 - MSc Information Management and Business Intelligence
Heeren, A: Textual determinants of sustainability ratings in the hotel industry: a topic model approach
2022 - Thesis Internship Project with Zuyd University of Applied Sciences
Shukla, S: Introducing a moderated mediation model - Cooperation in German product and process innovation enterprises
2022 - MSc International Business: Organisation, Strategy and Entrepeneurship
2020-2021
Nahkid, P: Employing Machine Learning Techniques for Soccer Match Prediction
2021 - MSc Information Management and Business Intelligence
Nguyen, R: Exploratory Analysis of key determinants for online conversions in the financial sector
2021 - Thesis Internship Project with TopCompare
Fullaondo, S: From Qualitative to Quantitative: A framework to evaluate continuous auditing value and performance
2026 - BSc Business Engineering - Thesis Internship Project with HOCHTIEF
Lintner, L: Adapting the DMAIC Framework for Quality Assurance in Automotive Customer Contact Centers: A Case Study of Mercedes-Benz CAC
2025 - BSc Business Engineering - Thesis Internship Project with Mercedes Benz
van der Heijden, I: From Delays to Departures: Uncovering the Hidden Drivers of Turnaround Delays in Airline Operations
2025 - BSc Business Engineering - Thesis Internship Project with KLM
Ruiz-Peinado Peláez, C: Exploring Hybrid Approaches to Sales Forecasting: A Cross-Country Comparative Study in the Pharmaceutical Industry
2025 - BSc Business Engineering - Thesis Internship Project with Daiichi Sankyo Europe
Stasyte, A: How to colour harmonize an image?
2022 - BSc Econometrics and Operations Research
University Teaching Qualification (UTQ/BKO) [Expected completion: Fall 2026]
Effective Supervision of PhD Students [2026]