Selected Projects
Research, internship, and university projects. Each case study separates my contribution from team and institutional outcomes.
ATIO Knowledge Base at FAO
I lead the user-engagement workstream for FAO's agrifood innovation knowledge platform. My work covers GA4 behavioral analysis, search UX, data visualization, and AI-enrichment evaluation.
KG-RAG: Knowledge-Graph-Augmented Retrieval
Faculty-supervised undergraduate research on knowledge-graph retrieval for multi-hop question answering. I implemented the retrieval pipeline and reasoning mechanism and evaluated embedding-integration approaches through ablation studies.
Heritage Damage Detection: Object Detection for Cultural Heritage
Collaborative field-survey and object-detection system with Korea Heritage Service. I implemented the Flutter client, FastAPI backend, and DETR/CLIP pipeline; operational use and intellectual-property outputs are team outcomes.
WaggleNet: A LoRa and MQTT-Based Monitoring System for Internal and External Beehive Conditions
International collaborative research on LoRa–MQTT beehive monitoring. I contributed to field testing and data collection and co-authored the resulting six-author arXiv preprint as third author.