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芃廷就讀國立台灣大學政治學研究所，並積極探索資料科學領域的最新知識和技能。目前在中央研究院戰略與國際關係實驗室（SIR）擔任研究助理，負責數據的處理和文獻分析，並具有豐富的實踐經驗。對於資料分析和機器學習等方面有專案經驗，曾運用文本分析技能預測台北市房價，以及利用 LDA 模型對立法委員的選舉公報進行了分類。渴望尋找一個資料科學領域的實習機會，將這些技能應用於有趣的專案中，為公司帶來更多的價值。

1. Institute for Political Methodology: Received intensive training in experimental and quantitative methods, including but not limited to causal inference, survey experiment, and Categorical Data Analysis

2. Related courses: Programming for Business Computing, Natural Language Processing and Its Applications, Data Science and Social Inquiry, Introduction to Statistical Learning, Computational Social Science, Statistical Methods for Social Science

3. Teaching Assistant Courses: Seminar on Games Theory, Social Networks and Group Behavior

國立台灣大學 National Taiwan University

Research Assistant

Peng-Ting, Kuo

Academia Sinica

1. Analyzed international organization datasets using statistical techniques and Python (Numpy, Pandas, Matplotlib) to provide actionable insights within one month

2. Conducted comprehensive literature reviews and provided critical research support to enhance the development of the professor's working book on international relations theory, which was commended by the professor

3. Constructed and maintained an events database on UK-Germany relations, consolidating a comprehensive resource for the book project and regularly reporting progress to the team

台灣台北市

1. Conducted qualitative data collection and developed strategic recommendations to enhance digital bank user experience, earning recognition from management

2. Managed survey data collection and conducted literature reviews to optimize ATM user experience

3. Initiated and organized an experience-sharing session on project management for 50+ interns, fostering strong relationships between the interns and the company

First Bank

Operation Planning & Admin. Division Intern

1. Orchestrated targeted outreach efforts to drive registrations and product trials for Bonny's app

2. Presented and articulated Bonny's brand value and products to the NTUPS department team

Bonny world wide group - 波力環球

School Ambassador

1. Translated complex international manifestos from INTOSAI and EUROSAI, as well as two news articles from the National Audit Office, R.O.C.(Taiwan), facilitating specific projects or initiatives

2. Provided proposal development and logistical arrangements for a successful seminar and Provided comprehensive administrative support, optimizing office operations with a keen eye for detail

Peng-Ting, Kuo’s posts