Jay

Passion Fuels Purpose! 

BIOGRAPHY

Hi, I am Jay Kuo, a Master's student in Information and Computer Science, passionate about creating user-centric digital experiences. With 2 years in the field, I'm focused on innovative information technology leadership.

My experience includes working with TSMC and Merck & Co., where I enhanced system efficiency and reduced costs. My expertise lies in designing intuitive interfaces, applying advanced forecasting algorithms, and researching East Asian market economics.

Studying at Georgia Institute of Technology and University of Washington, I specialize in interactive intelligence, machine learning, and cybersecurity. Fluent in Mandarin and English, I am committed to turning complex data into practical insights.

Jay Kuo

Graduate GPA

+

Years of Experience

%

Commitment

Skills

Python
HTML
CSS
JavaScript
ReactJS
NextJS
Github
Web Design
R
HTML
Tailwind CSS

Experience

  • Production Planning Engineer Intern @TSMC

    Jul 2023 - Sep 2023 | Hsinchu, Taiwan
    • Honors: Winner of Final Intern Competition within TSMC Corporate Planning Organization
    • Developed demand forecasting model with LSTM that increased forecast accuracy by 5% and enhanced advanced packing capability by 10%
    • Assessed KMeans algorithm for product pattern analysis, which led to a 15% improvement in efficiency and a 10% reduction in electronic waste
    • Optimized BI dashboard to provide clear visualizations and interactive features, improving data access times by 20% and enhanced overall customers' satisfaction by 15%

  • Data Analyst @Taiwan Institute of Economic Research

    Sep 2021 - Aug 2022 | Taipei, Taiwan
    • Implemented SQL to aggregate over 1000 data points biweekly and visualize insight using interactive dashboards, and boosting productivity by 25%
    • Evaluated economic data for Taiwan's small and medium enterprises market to support the prediction of future economic growth, reducing the workload of team researchers by 20%
    • Designed and facilitated over a dozen researchers in using quantitative analysis to explain the economic situation of East Asia countries to support a renowned monthly publication
    • Incorporated Naive Bayes to perform sentiment analysis on 6 large data sets, enabled actionable recommendations

  • Global Procurement Intern @Merck

    Sep 2019 - Aug 2020 | Taipei, Taiwan
    • Led the redesign of 6 procurement websites with user experience skills, reducing the workload of team members by 30%
    • Mentored 3 interns by providing guidance on programming languages (Python, JavaScript), web design, business analysis, and optimization
    • Evaluated procurement data analysis and identified cost-saving opportunities and proposed process modifications that reduced operational expenses by 15%
    • Revamped approval process for vendor purchasing by building a self-service workflow, led to 70\% of procurement orders being more efficient and 25% less time to complete

Education

  • Master of Computer Science

    2023 - Present | Georgia Institute of Technology
    • Specialization: Interactive Intelligence
    • Relevant courses included Knowledge-Based Artificial Intelligence and Machine Learning for Trading

  • Master of Information Management

    2022 - Present | University of Washington
    • Honors: Information School merit-based Scholarship
    • Specialization: Data Science, Business Intelligence, and CyberSecurity
    • Cumulative GPA: 3.98
    • Relevant courses included Machine Learning and Business Intelligence Systems

  • Bachelor of International Business

    2016-2020 | National Chengchi University 國立政治大學
    • Honors: School representative of Asian economic seminar GPAC
    • Relevant courses included Finance, Statistics and Economics