Work
A collection of my research, projects, and achievements
3 projects • 2 selected
ChatTree: Navigate your AI conversations like a map
PM'd and built a Manifest V3 Chrome extension that visualizes Claude.ai conversations as an interactive tree-map, turning long and branching chat sessions into a navigable overview. Implemented real-time branch detection via MutationObserver and DOM snapshot diffing, with a Shadow DOM-isolated React panel for click-to-jump navigation.
Code Refactoring: Folder APIs in storage-proxy in Backend.AI
Refactored Backend.AI's vFolder APIs by implementing a modular service layer and layered architecture in storage-proxy. Improved system maintainability and type safety through Pydantic-based validation and module optimization.
CoDeMP: Color Description Multimodal Pipeline
Developed a multimodal pipeline (YOLOv8/FSLIC) for enhanced LLM color description as a DGIST B.S. graduation project. Investigated the trade-off between descriptive accuracy and literary creativity using novel benchmark metrics.