As Senior Consultant in the team AI & Data Analytics in the Risk Advisory business I helped clients generate value-added from data in various projects:

• Within a larger Deloitte team I helped a large bank deliver the 2022 ECB Climate Risk Stress Test. My task was to validate and improve the method of classifying the bank’s credit exposure secured by real-estate in its largest market into the correct Energy Performance Certificate (EPC) classes which would later be stressed at different levels in the stress test scenarios. Then I also used a similar approach to classify exposure in other European markets, using publicly available data.
• in my last engagement I worked as a data analyst for a large bank. In the first months I supported the team developing early warning models for credit defaults using machine learning methods. From October 2022 to September 2023 I worked in a team estimating climate and environmental risks and working on the methodologies for integrating of these risks in the bank’s credit risk models. There I maintained and further developed the team’s Power BI dashboard and helped move its data infrastructure into a production environment, together with a dedicated IT team in the risk department.
• on the side from early 2022 I led a pro-bono project with a large international NGO focussed on environmental protection. In this project we integrated data from various sources, processed them using AI technologies and visualised them in an interactive dashboard in the cloud.

Contributed to the overhaul of the Data Science and R course for civil society with the creation of a new chapter on text mining.

Analysed high-frequency sensor data from bee-hives to contribute to bee research and support beekeepers in their regular activities.

Responsibilities include:

• Survey of Professional Forecasters
• Corporate Telephone Survey
• Germany Country Desk
• Modernising Data Management and Visualisation using R and Tableau

Responsibilities included:

• Maintenance and development of the EViews-based forecasting platform for the 14 small euro area EU countries within the (B)MPE
• Data support for various policy and research output of the division
• Survey of Professional Forecasters
• Corporate Telephone Survey

Responsibilities included:

• Maintenance and development of the EViews-based forecasting platform for non-euro area EU countries within the (B)MPE, using Excel, Eviews and FIS FAME
• Data support for Convergence Report and other output
• Survey of Professional Forecasters