I’m currently working as Research Associate at the Centre for Digital Governance at the Hertie School on Digital Governance and the use of Data Science & AI in the public sector. Further, I work as AI Auditor for the Responsible AI company BABL AI.
I finished up my Masters in Data Science for Public Policy at the Hertie School of Governance in Berlin, Germany in summer 2023. I am curious about the various ways how data science methods can be used responsibly ro contribute to the common good. Next to the "purely" technical aspects, I am interested in related societal questions of bias, fairness and regulation. I gained my first practical experiences in data science through various projects that I did during my studies in courses like Introduction to Data Science, Machine Learning, Deep Learning or Text as Data, these are the ones that you also find in this repository. Currently, I am developing a deep knowledge on how to actually run AI bias audits in practice through conducting bias audits for NYC LL144 with BABL AI.
- Automated Detection of Energy Infrastructure in Satellite Imagery: my Master Thesis for my MSc. Data Science for Public Policy
- Why care about Adversarial Attacks: A tutorial for policy makers
- Where are the Women?: An analysis of Germanys Open Data Portal and its potential gender bias
- How is AI discussed in Newspapers?: A topic modelling and sentiment analysis of newspaper articles about AI
Digitalisation and Digital Transformation of the Public Sector, Responsible AI, Data Science for the Common Good
I previously worked for two years as Member of the Management Board at the Cyber Innovation Hub, the Digital Innovation Unit of the German Federal Ministry of Defence. Since starting my Masters at the Hertie School I worked in several projects as a Research Associate e.g. on a study on innovation units and innovation ecosystem for the German Chancellery or in a project to support the city of Hamburg in their digital strategy process. I did several internships in the public sector, public sector consulting and management consulting.
