Experience
Roles
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Mar 2026 — Present
Machine Learning Researcher & PhD Candidate
Technische Universität Clausthal · Goslar, Germany
Research on machine learning for structured data — tabular foundation models, hypernetworks, and representation learning for non-sequential domains.
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Mar 2025 — Jan 2026
Research Assistant · Machine Learning
Technische Universität Clausthal · Clausthal-Zellerfeld, Germany
Extended MotherNet for gradient-based decision trees and explored differentiable clustering systems without a predefined number of clusters.
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Sep 2023 — May 2024
Research Assistant · Data Science
University of Mannheim · Mannheim, Germany
Built NLP and OCR pipelines for corporate filings; developed large-scale record-linkage workflows for empirical research datasets.
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Feb 2023 — Jul 2023
Intern · Customer Success
SELISE Digital Platforms · Zürich, Switzerland
Analysed digital system architectures, supported workflow automation, and prepared technical presentations for cross-functional stakeholders.
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Jan 2022 — Apr 2022
Intern · Audit / Assurance
Ernst & Young · Ravensburg, Germany
Worked with large financial datasets using process mining, risk modelling, and control evaluation in structured analytical environments.
Education
Studies
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Mar 2026 — Present
Ph.D. Candidate, Machine Learning
Technische Universität Clausthal · Clausthal-Zellerfeld, Germany
Research on ML for structured data — tabular domains, model architectures, representation learning.
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Sep 2023 — Feb 2026
M.Sc. Business Informatics
University of Mannheim · Mannheim, Germany
Exchange semester at the University of Padua, Italy (Sep 2025 — Feb 2026).
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Sep 2019 — Jan 2023
B.Sc. Business Informatics
University of Mannheim · Mannheim, Germany
Exchange semester at the University of Richmond, Robins School of Business, USA (Aug — Dec 2021).
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2011 — 2019
Abitur
Gymnasium Liebfrauenschule Sigmaringen · Germany
General university entrance qualification.
Toolkit
A working sketch.
- Python
- PyTorch
- JAX
- scikit-learn
- NumPy / Pandas
- SQL
- TabArena
- PyMFE
- LaTeX
- Git
- German (Native)
- English (C1)