1. 大學工工系副班代(國立清華大學工工系) 協助系辦公室傳達資訊，並實際安排系級事物。(例：和班代共同規劃系上的接力訓練，最後系上拿到全校女子組接力第三名。) 2. 高中天文社社長(國立新竹科學園區實驗高級中等學校-數資班) 由14人擴展成25名社員的社團，協助「辦理」兩場校內的觀星活動，並和另外兩校的天文社團進行「三校聯合」迎新活動。

My graduation project is a "Language Model-Driven Contract Review Matching System." I have constructed a “language model-driven contract review matching system” in a team of three to improve the task assigning efficiency in the molding factory by automatically retrieving the most similar historical contract review, achieving a 69.8% improvement in efficiency within five months. Responsible for the data preparation, historical contract review data analysis, and model accuracy evaluation, establishing the foundation for system accuracy. Developed data analysis, NLP-based text processing, process optimization, and presentation skills.