Experience.

AI-assisted Full-stack Intern

Aiii.Ai. AI Marketing Company

• Develop frontend interfaces and improve the user experience of the company console using Angular.
• Develop backend APIs for business projects using Node.js.

Software System Development Intern

Industrial Technology Research Institute

Information and Communications Research Laboratories

• Assisted in feature extraction and preprocessing of training data using Apache Spark (PySpark), working with real-world datasets provided by Kbro, a major broadband service provider in Taiwan.
• Contributed to model training and optimization through feature analysis and performance evaluation to improve model reliability.

Research Assistant

Human-centered Intelligent System Lab

Advised by Prof. Yi-Ting Chen

• Conducted research on an end-to-end autonomous driving system designed to handle challenging road scenarios, including construction obstacles.
• Used the CARLA simulator for dataset collection and model training, combining AI, computer vision, and machine learning with a TransFuser-based obstacle avoidance approach.