I am a full-time Research Assistant at the Computer-Aided Engineering Division at National Taiwan University (NTU). I am actively seeking a Ph.D. position for Fall 2026 with a passion for applying advanced AI to solve real-world challenges. I'm always open to academic discussions and cooperation. Don't hesitate to reach out!

My research lies at the intersection of Computer Vision (CV) and Natural Language Processing (NLP), with a strong focus on their application in the Architecture, Engineering, and Construction (AEC) industry. I am passionate about building intelligent systems that can understand, reason, and interact with our physical world.

My specific research interests and contributions include:

• Foundational & Multimodal Models: Exploring the capabilities of large-scale models (e.g., SAM, Grounding DINO) and developing privacy-centric, locally-deployed LLMs for specialized domains.
• Retrieval-Augmented Generation: Building robust, hierarchical RAG systems for domain-specific knowledge retrieval, achieving over 1.5x accuracy improvement in construction code verification.
• Domain Adaptation & Synthetic Data: Bridging the sim-to-real gap by leveraging synthetic data from BIM and digital twins, achieving a 3x improvement in Average Precision (AP) for on-site segmentation tasks.