NCIA Lab
Advised by Myungjoo Kang
Sep 2020 - Aug 2022
Super-Resolution Modeling for Satellite Images
Nov 2021 - Jul 2022
- Leveraged a DL-based model for super-resolution of low-resolution satellite imagery with Pytorch.
RecSys Modeling with Shuket
Jun 2021 - Oct 2021
- Modeled a recommendation system using Pytorch and PyG-based GNNs, addressing data scarcity challenges.
AI-Based Emergency Medical System Modeling
Sep 2020 - Nov 2021
- Developed DL-based action recognition models for emergency medical systems.
- Conducted error analysis to evaluate performance impact per label due to data quality, highlighting additional labeling needs.
- Improved model accuracy through targeted data labeling informed by error analysis.