Ching-Wen Cheng Email & Phone Number

Taiwan

Taipei City, Taiwan

台灣 Taiwan 新竹市

- Developed a new ML-based demand prediction system for supply chain management, improving accuracy by approximately 100% compared to the previous system, significantly enhancing demand forecasting capabilities- Implemented CI/CD pipelines with Docker and Kubernetes, ensuring efficient and reliable deployment of new system features and updates across the platform- Wrote comprehensive unit tests using unittest, ensuring high code quality and reliability, contributing to the overall… Show more - Developed a new ML-based demand prediction system for supply chain management, improving accuracy by approximately 100% compared to the previous system, significantly enhancing demand forecasting capabilities- Implemented CI/CD pipelines with Docker and Kubernetes, ensuring efficient and reliable deployment of new system features and updates across the platform- Wrote comprehensive unit tests using unittest, ensuring high code quality and reliability, contributing to the overall robustness of the system Show less

台灣 新北市

- Developed a multi-functional dashboard for DDPay (a payment system) with Looker Studio and MySQL, facilitating operational analysis of sales across various merchants and payment channels- Automated email dispatch process for operational staff using Vue, Node.js, and Express, drastically reducing repetitive manual tasks- Integrated aggregated payment system APIs, including Line Pay and JKO Pay, enhancing the platform’s ability to process diverse payment methods across multiple channels

Taipei City, Taiwan

- Co-organized the semi-annual sale and managed livestreams with colleagues in Japan and Korea, increasing gross merchandise value by 250%- Performed competitor analysis and created business model focused on Japan and Korea to discover business opportunities and modify pricing strategies

Taipei City, Taiwan

- Built a machine learning model and developed a web app with Python to predict social media reach of the incoming posts and accelerate decision making of the marketing team- Collected data of target products on Amazon using web scraping with Python and performed sentiment analysis for the clients to conduct competitive analysis and enter new overseas markets- Wrote data science articles to boost social media exposure of the company by around 200% within 2 months

Master'S Degree, Information Management

Bachelor Of Business Administration - Bba, International Business

Business Analytics Program