Projects / Multimodal Reasoning & Document AI
LLM-Based Insurance Assistant 'Synerpeace' Pilot Project
Need
Reduce the time staff spend searching complex insurance documents.
Research Problem
Conditions, exceptions, and provenance were lost during retrieval.
Outcome
~40% reduction in manual search time; motivated subsequent structure-aware retrieval research.
Description
Developed 'Synerpeace', an LLM model-based application in collaboration with Samsung Fire & Marine Insurance.
Role
AI model design and development.
Achievements
Awarded in Samsung Fire & Marine Insurance's Pilot Project and secured investment.