Creator of the AUGMANITAI framework — a 1,000-term compendium for identifying, classifying, and naming human experiences in AI interaction. 7 volumes, 21 axioms, 9 experiential dimensions. DOI-published on Zenodo (CC BY-NC-ND 4.0). Research focus: linguistic neologism research at the human-AI interface, LLM output pattern analysis, terminology science meets AI phenomenology.