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• 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 seamless task completion and integration among team members.• Automated verification and validation processes, reducing preparation time and enhancing result accuracy.• Coordinated operational, material, and data flows, aligning efforts between the digital solutions team and the operations team.Digital Twin and Simulation Planning for US Site Factory• Conducted machine capacity assessments and optimized tool utilization, enhancing production efficiency.• Created a function library for automated intralogistics systems, production areas, and warehouses, supporting digital twin development for operations and supply chain teams.• Organized and defined critical data for simulation models, ensuring alignment with real-world operations and enhancing accuracy.• Supported the development of extended functions, integrating simulation models with SAP and MES data.Global Collaboration and Presentation Skills• Demonstrated strong intercultural and interdisciplinary communication skills, effectively working with multinational teams to achieve project goals.• Published an article in OnDrug Delivery Magazine, showcasing expertise in the field.• Presented research and findings at the Plant Simulation Conference, highlighting advanced simulation techniques and their applications. Show less

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• 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 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.• Conducted capacity and intralogistics evaluations across multiple production areas, including staging, assembly, molding, trays, metal production, and warehouses, providing strategic recommendations.• Analyzed and optimized warehouse systems, including ASRS and automatic pallet storage, and conducted business case analyses to support data-driven decisions.• Collaborated on the development of SAP EWM, MES, and APS systems, creating detailed flow and data structure diagrams with organized slides and precise estimations.MAM Line Material Shortage Issue• Developed simulation models to address material shortage issues, ensuring continuous production. Show less

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: • 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 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. • Used VISSIM for traffic simulation, analyzing and testing strategies in virtual environments for continuous optimization.Team Collaboration and Communication: • Collaborated with technology teams on smart transportation projects (IoT, ITS), including A+ Vehicle-Road Cloud and AI-based high-risk road segment detection. • Facilitated effective communication and coordination among diverse professional teams, providing traffic expertise for comprehensive project execution. Show less

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• 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, and proposed an efficient validation and documentation framework. Data Analysis for Coordinated Highways Action Response Team (CHART)@MDOT State Highway Administration, CHART• Conducted advanced MySQL queries and automation to collect and process transportation data, optimizing the analytics database.• Streamlined report generation using SQL and Excel, cutting processing time from days to hours and delivering comprehensive KPI analyses.• Produced graphical representations and cost-benefit analyses to inform CHART's decision-making processes.Data Outlier Analysis for Transportation Model Enhancement@University of Maryland – College Park, Applied Technology and Traffic Analysis Program• Integrated data from various sources into a single, large dataset for Maryland SHA reporting.• Designed and implemented a system using statistical analysis (e.g., LDOF, LoOP) and Machine Learning models (e.g., Self-organizing Maps), boosting data quality and model accuracy by 55%. Show less

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