Jay Kuo Email & Phone Number

Hsinchu City, Taiwan, Taiwan

- Master Production Schedule (MPS) Planning and Management: Oversee the planning and execution of MPS, ensuring alignment with production goals and resource availability.- Fabrication Operation Performance Management and Key Indices Analysis: Manage and analyze performance metrics for fabrication operations, including order fulfillment, booking trends, cycle times, and other key performance indicators to drive operational efficiency.- Business Process Definition and Re-engineering: Define, optimize, and re-engineer business processes to enhance workflow efficiency and support organizational growth.- Project Management for System Revamp, Integration, and New Business Initiatives: Lead and manage projects focused on system upgrades, integrations, and the development of new business processes, ensuring successful implementation and alignment with strategic objectives.

Hsinchu City, Taiwan, Taiwan

- Developed billing forecast 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 stake‐holders’ satisfaction by 15%- Employed Apriori algorithm to uncover frequent itemsets and establish strong association rules for AS/RS allocation strategies,leading to a 20% increase in picking efficiency

Taipei City, Taiwan

- Implemented Python and SQL to aggregate more than 1000 data twice a week for visualization and insights, resulting in improved decision-making and a 25% increase in productivity- Evaluated economic data for Taiwan 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 datasets, enabled actionable recommendations for improving customer sentiment

Taipei City, Taiwan

- Led the redesign of 6 procurement websites using easy-to-read graphics, reducing the workload of team members by 30%- Mentored 3 interns by providing guidance on best practices for web design 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

Taipei, Taipei City, Taiwan

Developed multiple Spotify advertisements requiring film editing, planning and production, and mixing supporting a new revenue stream for Sony Music.Designed the cover for Filtr Taiwan on Spotify and KKBOX playlist contributing to over 3,444 follower hits.

Master Of Science - Ms, Computer Science

Specialization: Interactive Intelligence Coursework: - CS 7646: Machine Learning for Trading - CS 7637: Knowledge Based Artificial.

Master Of Science - Ms, Management Information Systems And Services

Honor: Merit-based UW Information School Scholarship Specialization: Data Science, Business Intelligence, Product Management.

Bachelor'S Degree, International Business