2025-11
BERT Traditional/Simplified Chinese Classifier
BERT-based classifier for Traditional Chinese variants (Taiwan vs Mainland). Achieves 87.71% accuracy with long-text support, Focal Loss, and MC Dropout voting.
🎯 87.71%
Featured Projects
Showcasing my past projects spanning NLP, Deep Learning, and AI applications.
2025-09
Formosa Vision: Open-Source Taiwanese Image Dataset
Established the 'Formosa Vision Dialogue Corpus' using images from National Cultural Memory Bank 2.0 to enhance VLM's understanding of Taiwan's landmarks, history, and culture.
2025-11
Fair Resume Matching System with XAI
A resume matching system balancing performance and fairness, combining LoRA fine-tuning, adversarial debiasing, and XAI for transparent decision-making.
2025-08
Chinese SMS Contrastive Clustering
A Chinese SMS classification system based on multi-stage clustering and contrastive learning, using SimCSE-style methods to fine-tune Sentence Encoder.
⭐ 2
2025-10
OllaForge: LLM Dataset Generator
High-performance CLI tool leveraging local Ollama models to generate and augment training datasets for LLM fine-tuning with structured JSON output and concurrent batch processing.
⭐ 1
2024-09
GenTrip: AI Trip Planner
Smart travel planning system combining Pandas AI and GPT-4o RAG retrieval, supporting multimodal input and customizable requirements.
⭐ 2