Work
A collection of my research, projects, and achievements
2 projects • 1 selected
SelectedJan 2025 - Mar 2025
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.
Pythonaiohttp
Feb 2024 - Dec 2024
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.
PythonPyTorchHuggingface