Projects
Research code and side projects, pulled from GitHub at build time.
Who owns whom in Austrian banking, as a knowledge graph you can explore and ask questions
22 Wikipedia articles about Austrian banks, their owners and regulators, turned into a knowledge graph by an LLM. Every fact links back to the sentence it came from. Hybrid graph + vector RAG answers questions with citations, and a reproducible evaluation compares graph mode against plain vector RAG.
Generating PET from CT: an ablation of diffusion and flow models in latent and pixel space
The task: generate the matching PET image from a CT scan, on the autoPET dataset. I ran an ablation of diffusion and flow model configurations in latent and pixel space: the CPDM latent diffusion model (WACV 2025), a simpler conditioned latent diffusion, and two rectified-flow models in pixel space, including posterior-mean rectified flow (PMRF), with a posterior-mean U-Net as reference. I wrote my bachelor's thesis at JKU on this work.
A convolutional network in PyTorch that reconstructs pixelated regions of images