01
completed / 2024
Methods of Evaluation of Diffusion Model Hallucinations
Bachelor thesis on measuring and clustering hallucination severity in diffusion-model outputs.
Projects outside the org chart.
Research, technical education and open experiments. Employment work lives separately in case studies.
02
ongoing / 2026
Generative Models Notes
A permanent, equation-rich learning collection covering VAEs, GANs, normalizing flows and diffusion models.
03
ongoing / 2026
NLP Notes
A structured route from classical text representations to Transformers, RAG, tools and agents.