Yi-Chi Lu Email & Phone Number

Switzerland

Taiwan

• Operational Data Analysis
• Conducted data analysis on machine performance and sustainability, developing models and presenting actionable insights to stakeholders.
• Incorporated A/B testing to evaluate and compare alternative strategies, identifying the most effective solutions.Simulation Module Development
• Developed standardized procedures for creating simulation modules, improving team integration and efficiency.
• Authored detailed working instructions, facilitating… Show more Operational Data Analysis
• Authored detailed working instructions, facilitating seamless task completion and integration among team members.

Taiwan

• Producing Data Mining and Analysis
• Conducted extensive data mining and analysis for factory planning master data, providing key insights to optimize operational efficiency.
• Estimated machinery, tool, and equipment needs across various production areas, including molding, QC lab, tray production, metal production, and forklift trucks.
• Analyzed FTE requirements for QC and supply chain functions, and developed preliminary production plans based on data analysis.Operational… Show more Producing Data Mining and Analysis
• Analyzed FTE requirements for QC and supply chain functions, and developed preliminary production plans based on data analysis.Operational Flow and Intralogistics Strategy for Multiple Sites
• Designed and optimized end-to-end operational flows, including ramp-up scenarios, for efficient transitions from setup to full-scale operations.

Taiwan

• API Integration and Database Management:
• Leveraged Python to automate data extraction from cloud platforms such as the Ministry of Transportation's TDX, integrating data into MySQL databases.
• Established comprehensive databases using MySQL tools, integrating diverse data sources (e.g., XML, JSON, LiDAR traffic flow data), and performed regular maintenance and updates.Data Analysis and AI Model Development:
• Analyzed data using Python to construct statistical and machine… Show more API Integration and Database Management:
• Analyzed data using Python to construct statistical and machine learning models, providing insights for high-risk sections of national highways.
• Employed Python (Pandas, Geopandas) to analyze vehicle trajectory data, extracting urban traffic characteristics (e.g., speed, following distance, acceleration) and optimizing parameters through sensitivity analysis.

College Park, Maryland, United States

• Incident Clearance Time Prediction Program@Traffic Management System, MDOT State Highway Administration
• Utilized transportation best practices and data insights to develop comprehensive operational guidelines and recommendations.
• Employed MySQL, R, Excel, and Ruby for complex data processing, using Machine/ Statistical Learning techniques (e.g., Decision Trees, Association Rules) for predictive modeling.
• Enhanced KPI performance with prediction models achieving 80%+ accuracy,… Show more Incident Clearance Time Prediction Program@Traffic Management System, MDOT State Highway Administration
• Enhanced KPI performance with prediction models achieving 80%+ accuracy, and proposed an efficient validation and documentation framework. Data Analysis for Coordinated Highways Action Response Team (CHART)@MDOT State.
• Conducted advanced MySQL queries and automation to collect and process transportation data, optimizing the analytics database.

Taiwan

• Improved the eligibility criteria for the review of the proposal to be timely to the ITS development
• Assisted to review and grade transportation plans from the local governments
• Organized weekly meeting and complete delivery with associated departments

Hsinchu City, Taiwan, Taiwan

• Organized the conference and provided support for the attended scholars
• Performed the verification of reimbursement and complete daily delivery with the associated department in a timely manner

Master'S Degree, Transportation And Highway Engineering

Bachelor'S Degree, Department Of Transportation And Logistic Management