| CARVIEW |
About
// researcher & founderI like doing new and useful things. Currently, that means:
- researching how to make AI systems more private-preserving and trustworthy at CISPA Helmholtz Center for Information Security
- pursuing a PhD at Freie Universität Berlin
- building an improved way to find rental apartments at Nunc.immo
Speaking
// selected talksI regularly speak about privacy-preserving ML, practical privacy engineering, and the intersection of AI and society. Recent topics include differential privacy in practice, private synthetic data generation, and secure ML systems.
AI in Public Administration
OMNISECURE 2025
> Outlining the challenges and possibilities of using AI in public administration. Focus on privacy and black-box AI.
Public Data Reuse Improves Private Imbalanced Transfer Learning
Google Research @ Munich
> Presented results from our AAAI-25 paper 'Differentially Private Prototypes for Imbalanced Transfer Learning'.
AI Privacy in Practice
Cosmo Consult
> Presented practical applications of privacy-preserving AI techniques in real-world business scenarios.
Private Synthetic Data for Medical Research
Health & Law Network Berlin
> Presented on the use of synthetic data generation techniques to protect patient privacy.
Experience
// cvResearch Associate @ CISPA Helmholtz Center for Information Security
Frontier research in privacy-preserving machine learning.
PhD Candidate @ Freie Universität Berlin
Pursuing doctoral research in privacy-preserving machine learning and their real-world applications.
Founder @ Nunc.immo
A startup focused on innovating the apartment search and rental process through technology and user-centric design.
Research Associate @ Fraunhofer AISEC
Conducting research in privacy-preserving machine learning and developing practical solutions for secure AI applications.
HIDA Visiting Researcher @ CISPA Helmholtz Center
Led a research project on private machine learning for imbalanced transfer learning.
Consultant @ Umlaut Consulting
Automated data processing using Python, IEC61850 substation automation, cluster management, ISO9001 quality management.
Simulations Engineer @ Maon GmbH
Aggregated hydraulic power plants and modelled coupled power and heat (CPH) systems.
Working Student @ Siemens Healthineers
Product lifecycle management of electronics for medical devices.
Research Assistant @ IAEW RWTH Aachen
Assisted in various projects regarding the european energy market, processing using MATLAB.
Research Assistant @ Institute for Man-Machine Interaction RWTH Aachen
Supervision of students and examination of software projects.
M.Sc. Electrical Engineering, Computer Engineering and Information Technology @ RWTH Aachen
Specialized in electrical power systems and computer engineering.
M.T. End-to-End Learning @ TU Delft & RWTH Aachen
Developed ML models for renewable energy forecasting systems.