• Researched and developed SOTA AI models for the industrial AOI using on Edge, Inspection, and cloud platforms. • Built Edge AI software system for AI-integrated camera (ICAM product), including Edge AI model (Anomaly detection), front-end App, and back-end server for image capturing, AI training, and real-time inference. Developed 90% of the system's functions, and successfully led the development progress from inception to mass production within 4 months. Set up an exhibition at AI EXPO 2023 as the lead developer and reported directly to the VP. • Developed features of an industrial AI AOI system (Inspection AI product), including data labeling, data augmentation, AI training, inference, and deployment. Identified and resolved a critical download and upload bottleneck between localhost and cloud storage, improving efficiency by up to 50%. • Built and optimized responsive back-end systems using Sanic, zeroMQ, Docker, Boto3 (Amazon S3), etc. on multiple platforms such as Nvidia Jetson (Xavier AGX and NX), x86 ubuntu, and windows.

• Researched and developed ECG signals (single and 12 leads) processing algorithms and AI models for multiple symptoms such as heart failure, myocardial ischemia, sudden cardiac death, and arrhythmias. Cooperated with Division of Cardiology of National Taiwan University Hospital, Taipei Medical University Hospital, and Taipei Veterans General Hospital on ECG related researches. • Analyzed otoscope image of otitis media and developed a classification algorithm (AI model), and assisted in technology transfer to the company. • Assisted professor's researches and developed analytic algorithms in the projects of Ministry of Science and Technology, including "Robust radar physiological signals to extract dynamic biomedical indicators and establish non-invasive inflammatory response models" and "Decoding atrial stromal properties using real-time high-density mapping for automated detection of complex atrial fibrillation sources". • Wrote and published ECG-related research papers in influential journals such as "Medical Image Analysis", "Mayo Clinic Proceedings", and "eBioMedicine".