Projects
This section provides an overview of releveant projects I have completed during my studies and beyond. Most of these are academic reports, and due to university policies I cannot share the full documents or detailed content publicly.
Instead, each project entry gives a short overview of the topic and a summary of the main results. If you are interested in learning more about a specific project, please don’t hesitate to get in touch via the Contact me page.

Predicting Public Transport Adoption with Machine Learning
Modeling mode choice and sensitivity to service quality improvements.
Continue reading Predicting Public Transport Adoption with Machine Learning
Reinforcement Learning with DQNs in No-Limit Hold’em Poker
Exploring deep reinforcement learning in imperfect-information games.
Continue reading Reinforcement Learning with DQNs in No-Limit Hold’em Poker
Agent-Based Simulation of Hybrid Towing Operations for Sustainable Airport Surface Movement
Coordinating aircraft and autonomous tugs to cut taxi delays.
Continue reading Agent-Based Simulation of Hybrid Towing Operations for Sustainable Airport Surface Movement
Dutch Caribbean Airspace Redesign and Simulation
Improving efficiency and controller workload in island FIR operations.
Continue reading Dutch Caribbean Airspace Redesign and Simulation
Optimizing Cargo Loading with 2D Bin Packing
Reducing costs and improving packing stability for aircraft containers.
Continue reading Optimizing Cargo Loading with 2D Bin Packing
Optimizing Fleet Composition and Frequency Assignment for Brazilian Regional Airlines
Balancing fleet diversity, demand, and profitability with MILP.
Continue reading Optimizing Fleet Composition and Frequency Assignment for Brazilian Regional Airlines