Projects

Research translated into working systems.

Selected projects connect experimental methods with concrete information needs, technical constraints and educational practice.

RAG in Teaching

Local FAQ and knowledge systems for higher education.

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RAG Memory Bot

Experimental conversational memory with controlled retrieval.

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Task-Specific Fine-Tuning

Open model training and evaluation for RAG behavior.

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