WISDOM OF CROWDS | HYBRID INTELLIGENCE | DECISION SUPPORT | MACHINE LEARNING
Research
Hello. I am a final year PhD student at the Center for Adaptive Rationality, Max Planck Institute for Human Development. My work focuses on improving the decision making of individuals, crowds and hybrid human-AI systems. I combine decision making research from psychology and economics with the latest insights from computer science.
My PhD is funded by the Foundation of German Business (Stiftung der deutschen Wirtschaft). I have received further funding by the Danish Data Science Adacemy and the Joachim Herz Foundation.
Industry
I also work as a consultant and ML engineer. Here, my focus is on the development of intepretable machine learning models that are accurate, fair and transparent. To that end, I employ a wide suite of model architectures and engage in a lot of feature engineering and multi-parameter optimization. It is good fun. In my industry work I often join forces with Simply Rational.
Latest updates
[09/24] Our work on LLMs and collective intelligence was published in Nature Human Behavior.
[09/24] I was awarded a fellowship for interdisciplinary economics by the Joachim Herz Foundation for my work on improving consumers’ ability understand and make changes to their credit scores.
[07/24] I presented my work on human-AI ensembling for efficient crowd wisdom at Advances in Decision Analysis 2024. Check out the project here.
[06/24] We uploaded our pre-print on human-LLM ensembles and how their complementary strength improve open-ended differential diagnoses. Read it here.
[04/24] I visited Odense and Copenhagen thanks to a grant by the Danish Data Science Adacemy to work on human-AI ensembling.