Systems & Demos
Making complex information usable.
Research Project · 2026
JUMP AI
OngoingCollaborating with JUMP, a Korean nonprofit youth mentoring organization, we are currently developing an AI-mediated mentor support system prototype for future research.
About this demo
The manuscript and system remain under development. This public version shows selected interactions only.
The intended setting is originally Korean-language mentoring. The interface and example conversations are presented in English for this demonstration purposes.
Please note that all names, posts, and conversations are hypothetical examples involving middle- or high-school mentees and university student mentors. They are not records of actual mentoring sessions.
Industry Collaboration Project · 2023
STEEL CUT
CompletedAn AI product collaboration with MT Data Co., Ltd. Daegu Branch, an industrial AI solutions company. STEELCUT is a scrap-price forecasting dashboard that organized headline indicators, supporting data and explanatory help.
About this demo
The original prototype was initially developed entirely in Korean, and the interface presented in this video has been translated into English for demonstration purposes.
The current version is a front-end research prototype and is a demo-version which is not connected to external APIs or deployed AI models that were implemented in the original product. The demo therefore illustrates the intended interaction flow, interface behavior, and system concept rather than end-to-end AI functionality.