AI & data

AI &decision support

LLM, RAG, natural-language search, recommendations, and constraint analysis.

From recommendation services to selected R&D

Hanyang University — open-major program: find courses, fit analysis, study-plan simulation, PDF export. Commercial AI: story/emotion analysis → product recommendations. Domain recommendation work led to the Didimdol R&D proposal and selection.

LLM and RAG for natural-language search

Domain recommendations and study-plan simulation

Commercial emotion analysis → product suggestions

Selected public R&D proposal experience

LLM/RAG decision-support service interface
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