Collaborative Research
Research questions, experimental design, papers and field validation.
Gen AIHealthcare & Edge Computing
Language models, RAG, medical imaging, digital pathology & system integration
YunTech · Department of Computer Science and Information Engineering · Yunlin, Taiwan
Fields
NLP／LLM
Task modeling, model selection, inference efficiency and adoption assessment.
RAG / Knowledge Systems
Retrieval architecture, citations, knowledge updates and quality evaluation.
Corpus Analysis
Data distribution, annotation strategies, error analysis and risk identification.
Model Evaluation
Baselines, test sets, metric design and reproducible comparisons.
System Integration
Integration of frontend, backend, speech, clinical workflows and data services.
Collaborative Research
Research questions, experimental design, papers and field validation.