National Yang Ming Chiao Tung University (NYCU), Taiwan
Direct-Entry Ph.D. Program, Institute of Biophotonics
Current GPA: 4.11 / 4.30
Curriculum Vitae
Academic CV
A web-based presentation of the current CV for quick reading and portfolio-style navigation.
Education
Academic Training
Yuan Ze University, Taiwan
B.S., Department of Electrical Engineering
Research & Leadership
Experience
National Yang Ming Chiao Tung University, Institute of Biophotonics
Ph.D. Researcher | Advisor: Prof. Yu-Te Wu
Focus: Knowledge distillation, MambaUNet architectures, and fully automated brain tumor SRS clinical systems achieving TFDA and U.S. FDA clearance.
NOVATERA (ICF Smart AI Rehabilitation System)
Chief Technology Officer (CTO)
Led technical strategy and translational deployment for an AI-assisted home rehabilitation platform, selected as an MOE Model Success Case.
StanCode Programming Education Institute
Instructor & AI Poster Mentor
Mentored student teams in translating fundamental computer vision and LLM concepts into practical, healthcare-oriented AI systems as an official instructor.
AOCR Kaggle AI Challenge Project
Research Team Leader
Developed an acute appendicitis 3D CT segmentation framework, securing the championship and the 21st National Innovation Award.
Omniguider Inc.
Research / Development Project | Team Leader
Implemented exhibit-specific generative imaging systems via ControlNet and LoRA, winning the national AI Application Challenge.
National Chung-Shan Institute of Science and Technology
Research Project Intern / Member
Built cGAN-based synthetic image generation workflows to resolve data scarcity constraints in edge deployment environments.
Honors
Selected Awards
- Champion, AOCR Kaggle AI Challenge, held under the Asian Oceanian Congress of Radiology (AOCR), one of the three major international radiology conferences.
- 21st National Innovation Award (Academic Innovation Award), Taiwan.
- Served as startup CTO, participating in the FITI program and selected as a Model Success Case by MOE Taiwan.
- Winner, AI Application Competition, Digital Industry Administration, Taiwan.
- Shortlisted for the Smart Innovation Award.
- Served as an Instructor and AI Poster Mentor at the StanCode Programming Education Institute, leading student teams in hands-on AI project deployments.
Translation
Innovation
- Co-developed AItewan DeepBT Detector–Plus, with both TFDA and U.S. FDA medical device approvals obtained.
- Independently developed AItewan DeepBT Detector–A Plus, with TFDA and U.S. FDA medical device applications pending.
IP
Patents
- Implementation Method and Electronic Device for Acute Appendicitis Assisted Diagnosis: Taiwan utility patent granted; Taiwan invention patent pending.
- System and Method for Multimodal Language Models in Medical Imaging Diagnostic Assistance: Taiwan and U.S. invention patents pending.
Technical Skills
Methods & Tooling
Programming / Frameworks
PythonPyTorchMONAInnUNetGit
Methods
Computer vision3D segmentationMultimodal learningKnowledge distillationGANsDiffusion modelsVision-language modeling
Evaluation
Applied Strengths
Model evaluation with lesion-wise sensitivity, precision, F1, FP/scan, and clinically oriented analysis.
Languages: Mandarin Chinese (native), English (professional working proficiency)