Ryan Lu Email & Phone Number

Sunnyvale, California, Us

• Developed a Graphical Neural Network (GNN) model for Digital design congestion prediction, reducing runtimeand computation resources by 13% for DSO.ai.• Created a ”test battery” for Graphical Testing workflow with 20+ flexible test cases, increasing verificationcomprehensiveness within DSO.ai.

Taipei, Tw

• Conducted Natural Language Processing (NLP) Compliance Solution: Implemented a natural language processing (NLP)compliance solution for a cosmetics company, ensuring adherence to advertising regulations for food and medicines. This solutionanalyzed commercial content to prevent potential legal issues, saving the company millions in NTD from potential lawsuits.• Devised RFM Product for Enhanced Customer Segmentation: Led a team of four in conceptualizing and executing a RecencyFrequency-Monetary (RFM) product for a leading department store. Utilizing Oracle Autonomous Data Warehouse for interactivedashboards, we provided advanced customer segmentation analysis, driving strategic insights and enhancing marketing efforts.• Led Oracle Database Upgrade and Disaster Recovery Solution: Directed a team of seven in upgrading Oracle E-Business Suiteand Oracle SOA Suite databases from Oracle 11g to 19c, ensuring data integrity and operational continuity with a disaster recoverysolution. Collaborated with cross-functional teams, including accounting and HR, to meet diverse departmental needs.

Sanchong Dist, New Taipei City, Tw

• Executed Data Integration for Regional Logistics Company: Led data integration for a regional shipping and logistics companyin the Philippines, involving building data pipelines, schema design, ETL processes, and data visualization. Utilized AWS Quicksightto visualize operational performance and revenue trends across business units, enabling data-driven decision-making.• Designed Cross-Region Cloud Architecture for Power Tool Company: Designed a cross-region cloud environment for aChinese power tool company, linking AWS regions in China, North America, and Europe for centralized data management,enhancing strategic insights and data integrity.• Engineered Automated Email Processing for Shipping Company: Developed an automated email processing system for aTaiwanese shipping company using machine learning models to accurately extract ship names, tonnages, and production yearsfrom emails, significantly reducing human error.• Implemented MySQL Database Migration for Manufacturing Company: Successfully migrated a local MySQL database for aTaiwanese manufacturing company to Azure, enabling detailed analysis of environmental parameters to improve product yield andquality.• Devised Data Platform for Cosmetic Company: Developed a comprehensive data platform for a Taiwanese cosmetic company,centralizing Excel reports, ERP, and e-commerce data. Utilized AWS Quicksight for advanced customer analysis and sales strategyenhancement.• Collaborated on Cloud Infrastructure for Automobile Company: Worked with a leading Taiwanese automobile manufacturer tocreate a dynamic AWS-based cloud infrastructure. This enabled real-time data collection from databases and IoT, integratingGrafana for immediate alerts and data visualization to support quick decision-making and proactive management.

Fremont, Ca, Us

 Created automated internal purchase requisition form and reimbursement form with RPA to achieve faster processing speed and reduce chance for human error Organizing and staging customer production tours for on-premise factory to better introduce company's competency as a white box company. Also developed of an Augmented Reality application supports customer tour Collected and analyzed customer distribution and built marketing campaigns for key customers

Singapore, Sg

• Assisted data scientist to organize data provided by customer and added labels before running machine learning models.• Assisted training and tuning of machine learning model to improve accuracy.• Prepared monthly reports on the accuracy and possibility of improvements of each project.

Beijing, Beijing, Cn

• Assisted the designing of a mobile app Clean Master.• Set up advertisement via Facebook and Snapchat.• Gathered data on user experience and analyze possibility of improvements.

• Gathered market data and analyze the company's position in the marketplace of new travel locations.• Analyzed target customers and set prices accordingly.• Scheduled new traveling bundles.• Experienced the new traveling program firsthand and report on improvements

Taipei, Neihu , Tw

• Discovered product issues from testing and user feedback• Conducted user experience on product interviews• Collected users' opinions on the product and report to the development team• Analyzed and create analysis reports from user feedback

Master Of Information Systems Management, Business Intelligence And Data Analytics

Bachelor Of Science - Bs, Computer Science And Engineering

High School Diploma