Current position

I am a PhD student in Machine Learning at the Faculty of Business and Economics at the University of Basel, Switzerland. My doctoral studies are supervised by Prof. Dietmar Maringer and Prof. Sabine Böckem.

Fields of interest

• Machine Learning
• Explainable Artificial Intelligence
• Deep learning and neural networks

Work in progress

• "Maximization of liquidity in a market with semi-liquid assets": Federally-funded joint work with Splint Invest and Hochschule Luzern. 
• "Dense-to-sparse neural network modelling for accounting data using feature importance attributions"
• "Neural Networks and Feature Importance Methods in Finance", presented at CMStatistics 2023

Education

• M.Sc. in Business and Economics, Major in Quantitative Methods, University of Basel (2021)
• B.A. in Business and Economics, Major in Business, Minor in Accounting and Auditing, University of Basel (2019)