Profile

Freelancer

welded.io UG

Mettmann, Germany (remote)

• Owned the design and architecture of a scalable data platform for processing high-resolution IIoT real-time data
• Implemented an AI-based computer vision pipeline end to end for visual monitoring of industrial processes

agital.online GmbH

Lüneburg, Germany (remote)

• Designed and implemented a large-scale, continuous monitoring system for heating oil prices
• Developed and deployed an interactive dashboard for data-driven market monitoring
• Built a data lake enabling high-performance analysis of over 2 billion price data points

Nahnetz GmbH

Hamburg, Germany (remote)

• Responsible for the design, modeling, and evaluation of market and preference analyses (including conjoint analyses), leveraging Bayesian models to deliver robust market potential estimates
• Developed simulation-based decision-making models for assessing and optimizing the economic viability of battery storage systems, leveraging probabilistic methods (Gaussian process regression)

Raiffeisen Networld GmbH

Cologne, Germany (remote)

• Developed predictive vision models to estimate soil organic carbon content by integrating satellite imagery and in-situ data
• Developed probabilistic demand forecasts to optimize data-driven B2B customer campaigns, incorporating uncertainty quantification to support more robust decision-making

Causiq AB

Stockholm, Sweden (remote)

• Owned the design and implementation of a tailored Bayesian media mix model for measuring the causal impact of marketing channels
• Developed an attribution model based on Shapley values for fairly attributing marketing effects

Research Assistant and Tutor

• Contributed to DFG-funded research projects in behavioral economics and empirical economic research, including designing and evaluating randomized controlled trials (RCTs); built and analyzed complex panel datasets using econometric models; taught statistics and programming (R) as a lecturer and tutor.

PhD Candidate in Economics

Universität Hamburg

Hamburg, Germany

DFG Research Training Group: Internationalization of the Law and its Economic Analysis · DFG full scholarship

• Bayesian semiparametric hierarchical GLM estimation of foreign direct investment flows and stocks based on dyadic panel data
• Developed causal models to account for endogenous sample selection and non-random missing data in order to identify heterogeneous contract effects

MSc Politics, Economics, and Philosophy

Universität Hamburg

Hamburg, Germany

• Hierarchical Bayesian analysis to model the behavioral-economic effects of individual bidding behavior in Dutch auctions (reverse auctions)

Erasmus Exchange

Aarhus Universitet

Aarhus, Denmark

B.A. in Political Science and Economics

Universität Bremen

Bremen, Germany

• Quantifying strategic voting behavior in European interwar democracies through regression analyses

Abitur (German university entrance qualification)

Freie Evangelische Bekenntnisschule Bremen

Bremen, Germany