Co-founder
Present
I am based in Innsbruck, Austria. My background spans applied machine learning, software engineering, and research in medical imaging.
Experience
Head of IT & Software
Heliotherm Wärmepumpentechnik GmbH
August 2023 — July 2026
Built an end-to-end anomaly detection pipeline feeding a digital twin, enabling predictive maintenance for more than 4,000 heat pumps.
Created GitLab CI/CD pipelines with automated linting and testing, and standardized infrastructure workflows and operational runbooks.
Python, NumPy, IoT, GitLab CI/CD
Software Developer
Accemic Technologies GmbH
2018 — 2023 · Student trainee
Worked on non-intrusive runtime analysis of embedded processors and built C# and C++ report generators for large-scale embedded studies.
Contributed to the EU-funded H2020 COEMS and HE TRISTAN research programs, exploring new approaches to debugging embedded systems.
C, C++, C#, embedded systems
Education
University of Innsbruck
Mammogram quality assessment
MSc Computer Science · In progress
Automated PGMI scale classification using a ConvNeXt ensemble to assess mammogram image quality with deep learning.
Kidney & tumor segmentation
BSc Computer Science · 2017–2020
Automatic semantic segmentation of kidneys and kidney tumors in medical images, combining YOLO-based localization with U-Net segmentation.
Tools I work with
- Languages
- Python, TypeScript, C++, C#, Java, SQL
- Machine learning
- PyTorch, TensorFlow, scikit-learn, NumPy, Pandas, OpenCV
- Software & infrastructure
- React, Next.js, PostgreSQL, Docker, GitLab CI/CD, Linux