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Peng-Ting, Kuo
Research Assistant
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Peng-Ting, Kuo

Research Assistant
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。
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Academia Sinica
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國立台灣大學 National Taiwan University
Taipei, Taiwan

Professional Background

  • Current status
    Studying
  • Profession
    Data Engineer
    Researcher
  • Fields
    Education
    Public Administration
  • Work experience
    1-2 years (Less than 1 year relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    word
    powerpoint
    Python
    GRE
    R
    Machine Learning
    Statistical Analysis
  • Languages
    Chinese
    Native or Bilingual
    English
    Professional
    Japanese
    Beginner
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Intern
    Interested in working remotely
  • Desired positions
    AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
  • Desired work locations
    Taipei City, Taiwan
  • Freelance
    Non-freelancer

Work Experience

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Research Assistant

Academia Sinica
Contract
Feb 2022 - Present
Taipei City, Taiwan
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
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Operation Planning & Admin. Division Intern

First Bank
Internship
Jul 2020 - Aug 2020
2 mos
Taipei City, Taiwan
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
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School Ambassador

Feb 2020 - May 2020
4 mos
Taipei City, Taiwan
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

Internship Trainee

Oct 2019 - Nov 2019
2 mos
Taipei City, Taiwan
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

Education

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Master of Arts (MA)
International Relations
2021 - 2024
4.2/4.3 GPA
Description
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
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Bachelor of Arts (BA)
Political Science, Economic
2017 - 2021
3.6/4.3 GPA
Activities and societies
Led and mentored 35+ members of the department badminton team with 6 partners to a second-place finish in a national competition, demonstrating decisive leadership and exceptional cooperation