I am a Data Scientist with a PhD in Transportation Engineering from Technische Universiteit Delft (TU Delft). My work focuses on the development of process-oriented mathematical models for understanding human choice behaviour/data-generating processes. 

Research methods

• Discrete and multiple-discrete choice models

• Causal inference

• Deep reinforcement learning

• Deep learning

• Machine learning

Main application areas 

• Mobility behavior

• Residential choice behaviour

• Day-to-day purchase behaviour (FMCG) such as groceries, clothes, etc.

• Product pricing strategies including multiple-discrete continuous context