Doria Dou Email & Phone Number

Tauranga, Bay Of Plenty, New Zealand

Tauranga, Bay Of Plenty, New Zealand

• Developed strong collaborations for deep business insights, particularly in risk surveying.
• Designed and conducted an experiment assessing the risk survey's effect on profitability, showcasing analytical thinking.
• Applied advanced analytics to interpret and analyse data, identifying trends and insights that directly influenced risk management decisions.
• Demonstrated effective time management in project execution

Tauranga, Bay Of Plenty, New Zealand

• Managed and analysed multi-utility datasets from SAP and SQL Server, focusing on temperature's impact on fruit quality, demonstrating expertise in data collection, cleaning, transformation and integration.
• Conducted both quantitative analysis and qualitative analysis and created machine learning models for evaluation.
• Presented actionable suggestions on risk mitigation and supply chain optimization.

Beijing, China

• Developed and maintained a comprehensive quality system database for streamlined access and updates, fostering efficient data management.
• Involved in coordination and implementation across internal and external stakeholders to implement data-driven solutions, enhancing operational efficiency
• Spearheaded NVH complaint analysis, employing Excel and PowerBI for insightful dashboards, halving repair costs.

Beijing, China

• Conducted NVH test for automotive powertrain and components, including acoustic, vibration and model test for engine/transmission/transfer/ inlet and exhaust system, mainly use application software- LMS Test. Lab
• Optimized of one-dimensional NVH simulation of vehicle powertrain and driveline system in order to improve the driving comfort and to increase reliability
• Built NVH benchmark database for powertrain from the whole system to key parts detail
• Analyzed noise data and vibration data, provided improvement recommendations and reported to supervisor/group leader
• Be a liaison with other departments and suppliers, assist in purchasing new NVH equipment and maintaining the old NVH equipment

Beijing, China

• Project: Data analysis on improving comfortability of the Audi A6 model （2013.09 – 2014.07）* A joint-project with Audi (China) to enhance the competitiveness of the luxury models of the A6 and Q5.
• Gathered the contributing factors of driving comfort through personal interviews with customers and designed the driving comfort questionaries based on the discussion.
• Visualized data with Excel pivot charts and built a dynamic dashboard for a comparative display.Project: Analyze driving behaviour data based on real rear-end conflict.（2012.09 – 2014.10） * A joint project with the R&D.
• Extracted data from video drive recorder and integrated a dataset for driver braking performance.
• Used SPSS for descriptive statistical analysis and regression analysis.
• The driving behaviours classification based on the Neural Network algorithm.

Master'S Degree, Data Science

Master'S Degree, Vehicle Application Engineering, 7.9/10