AI & ML interests
Document AI for regulated enterprises: fine-tuning open-weight LLMs and VLMs on domain documents to turn unstructured, often non-English and partly digitised documents into validated structured data. Focus areas: information extraction, OCR and layout understanding, on-premise deployment, and multilingual NLP (incl. Bulgarian) for insurance and banking.
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