
As an AI researcher with a background in mathematics and physics, I specialize in training large language models (LLMs) from scratch. My expertise covers the entire LLM pipeline, from data preprocessing to model deployment. I'm a core contributor to the open-source library Giotto-deep, which integrates topological tools to study and enhance deep learning models. As a mentor at DeepLearning.AI and a speaker at AI community meetups, I guide learners, share knowledge, and contribute to the collective advancement of the field. I also deliver topological data analysis and machine learning talks at institutions such as Inria Paris, the University of Oxford, and the Technical University of Munich.
lilt.com
epfl.ch
deeplearning.ai
mercedes-benz.com
Berlin, Berlin, Germany
Applied Scientist
Amazon
• www.linkedin.com/company/amazon
• Full-time
Jun 2025 - Present
Berlin, Germany
Academic Mentor
DeepLearning.AI
• www.linkedin.com/company/deeplearningai
• Freelance
Apr 2024 - Present
Senior Research Scientist
Lilt
• www.linkedin.com/company/lilthq
• Full-time
Nov 2022 - May 2025
Berlin, Germany
Postdoctoral Researcher
EPFL (École polytechnique fédérale de Lausanne)
• www.linkedin.com/school/epfl
• Full-time
Nov 2020 - Oct 2022
Lausanne, Vaud, Switzerland
Researcher Ph. D. Student
University of Münster
• www.linkedin.com/school/university-of-muenster
• Full-time
Oct 2015 - Sep 2020
Münster, North Rhine-Westphalia
Teaching Assistant
University of Münster
• www.linkedin.com/school/university-of-muenster
• Part-time
Oct 2012 - Oct 2015
Münster, North Rhine-Westphalia