Mathematician turned AI Engineer with ~5 years of experience. I build LLM agents, retrieval systems, computer vision and other ML pipelines; I handle deployment, monitoring and maintenance as well. Also data science. Currently working remotely for In2AI, an AI consultancy in Madrid.
Before that, two years of clinical machine learning research at Uniklinikum Erlangen — biomarker discovery and treatment-response prediction on oncology data, which produced three publications.
And before that, almost two years at a fintech startup in Austria, where I worked on fraudulent market activity detection and built a full-stack GenAI app, shortly after the release of ChatGPT.
- The intersection of AI and healthcare.
- Fine-tuning, alignment and monitoring of LLMs.
- Implementing agentic workflows for maximal efficiency.
- Actually not using AI when the human element is what matters.
- Checkpoint Blockade Efficacy in Uveal Melanoma — Int. J. Mol. Sci., 2025. Co-author: I developed the ML pipeline.
- ENQUIRE — PLOS Computational Biology, 2025. Second author.
- Protease activity in plasma extracellular vesicles — pre-print, 2026.
Python, JavaScript, LangGraph, PyTorch, Langfuse, Docker, AWS, Azure
MSc Mathematics, University of Vienna