About Me

Enthusiastic engineer and researcher with a robust background in mathematics, embedded systems, and machine learning. Experienced in exploring innovative solutions within the realm of artificial intelligence. Thriving as a team player in highly motivated environments surrounded by intelligent colleagues. Committed to leveraging technology to tackle complex challenges and to continuously expanding my knowledge of both theory and practical applications.

Practical Experience

Predoc
LBI Netmed @ University of Vienna
Aug. 2025 - Now · Vienna, AT
Quantifying tissue architecture through computational topology — combining persistent homology with machine learning to analyze spatial cellular organization across organs, pathologies, and age cohorts.

Freelancer
MusicalBits GmbH
Jul. 2023 - Sept. 2024 · Bingen am Rhein, GER
Application of recent research in artificial symbolic music generation.

Junior Researcher
JRC for Intelligent and Secure Industrial Automation @ UAS Salzburg
Oct. 2021 - May 2025 · Salzburg, AT
Research on persistent homology in self-supervised learning.
GPU cluster maintenance. Lecturer and Tutor.

Development Engineer
Novanta Europe GmbH
Mar. 2021 - Aug. 2021 · Wackersdorf, GER
Embedded software for ARM microcontrollers, CI with Jenkins.

Junior Engineer - Dual Study Program
Novanta Europe GmbH
Mar. 2017 - Feb. 2021 · Wackersdorf, GER
Embedded software development, electronics and PCB design, hardware and software testing.

Education

PhD
Oct. 2025 - Present
University of Vienna, Vienna, AT
Program: Computer Science

Bachelor of Science
Oct. 2024 - Present
FernUniversität in Hagen, Hagen GER
Program: Mathematics

Master of Science in Engineering
Sept. 2021 - Mar. 2024
Paris Lodron University, Salzburg AT
Program: Applied Image and Signal Processing
Focus: Data Science and Machine Learning
Thesis: "Topology Preserving Contrastive Learning"

Bachelor of Engineering
Mar. 2017 - Apr. 2021
University of Applied Sciences, Regensburg GER
Program: Electrical Engineering and Information Technology
Focus: Embedded Systems Engineering
Thesis: "Comparative Analysis of Nonlinear Optimization Algorithms for Optimal Control of Galvanometer-Mirror Systems"

Abitur
Sept. 2008 - July 2016
Johann Andreas Schmeller Gymnasium, Nabburg GER
Natural Science Track (Focus on STEM)