ChingRu

    Résumé .

    About Me

    Passionate Software Engineer at justfont. Specialized in Bézier curves, computer graphics rendering, and pioneering font engineering methods using programming and AI. Collaborating with type designers to optimize design processes and explore the potential of OpenType features.

    Master's in Data Science with a focus on self-supervised learning for Graph Neural Networks. I enjoy exploring new methodologies and contributing to the ever-evolving field of deep learning.

    Let's connect and discover opportunities at the intersection of technology and innovation!

    Experience

    Software Engineer．justfont

    Taipei, Taiwan．Full-time．May 2022 - Present

    • Conducting research on Bézier curves and computer graphics rendering.
    • Pioneering a programming and AI-based innovation font engineering method.
    • Collaborating with type designers to enhance typeface design processes and boost productivity.
    • Optimizing prototypes of new typefaces during preprocessing.
    • Defining and ensuring required OpenType features work as expected and maintaining relative data.

    Research Assistant．Institute of Statistical Science, Academia Sinica

    Taipei, Taiwan．Adjunct．September 2020 – June 2022

    • Gathered necessary data from the internet and databases.
    • Applied statistical and machine learning models to analyze data.
    • Visualized complex data sets and provided actionable recommendations.

    Education

    Master of Science in Data Science．National Taiwan University & Academia Sinica

    Taipei, Taiwan．Data Science Degree Program．September 2020 - August 2022

    • Thesis: Training Graph Neural Networks via Self-Supervised Learning: Experiments and Analysis
      • Explored and designed three methods of self-supervised learning for training graph neural networks (GNNs) on four molecular and bioinformatics datasets in different experimental settings. Provided explanations based on outcome analysis.
      • Paper and Source Code Link.
    • Advisor: Prof. Tso-Jung Yen, Prof. Chun-Yen Shen
    • Research Topic: Graph Neural Networks, Self-supervised Learning, Deep Learning

    Bachelor of Art in Economics．National Taiwan University

      Taipei, Taiwan．Department of Economics．September 2016 - June 2020

    Articles

    • 臺灣茶葉產業結構與經營模式的轉變 / The Transition of Tea Industry Structure and the Business Model in Taiwan
    • 長得醜不是標楷體的錯！從政府御用字體到中華民國美學，楷書崛起的前世今生
    • 《own 一個人生活》｜ 一本陪你擁有自己的雜誌
    • 飛躍的海線交通與產業
      • 《薫風》 Vol.21 海線鐵路百年風華 (2022.07)
      • Magazine Link

    Awards

    Top25%．2021 AI CUP Competition．Organized by Ministry of Education

    • Dialogue decision competition on medical decision prediction and question answering tasks.

    Third runner-up．2020 I'm the Best Coder Challenge．Organized by Shopee Pte. Ltd.

    • Data analysis competition examining actual data databases to solve real-world business problems.

    Skills

    Programming

    • Proficient in Python, NumPy, and pandas for data analysis and computational statistics.
    • Deep understanding of data virtualization concepts.
    • Application of machine learning algorithms and models using PyTorch, SciPy, or scikit.
    • Ability to translate qualitative insights into quantitative analysis.

    Finance

    • Familiarity with the crypto, blockchain, and web 3.0 industry and communities.
    • In-depth knowledge of existing DApps and DeFi projects.
    • Experience with spot, features, and options in CEX and DEX.
    • Application of technical indicators with TA-Lib, TradingView, and more.

    Languages

    • Mandarin Chinese and Taiwanese (Native)
    • English (Fluent)
    • Japanese (Beginner)

    Others

    • Independent work in a fast-paced environment with minimal guidance.
    • Effective communication with other departments and teams.
    • Typeface design using Glyphs and Adobe Illustrator.
    • Article writing.