Ziting Zhang Email & Phone Number

Burnaby, British Columbia, Canada

Burnaby, British Columbia, Canada

Shanghai, China

• Executed 30+ desk research and finished 20+ interview summaries in tyre industry to support the growth strategy of a leading tyre company• Performed data analysis in Excel to evaluate the performance of 6 tyre brands across 26 critical metrics; Made recommendation to leaders based on analysis and proposal got approved

Shanghai, China

• Conducted competitive analysis on IDC industry, analyzed market reports and financial data, and summarized expert interviews to support an IDC company's IPO preparation and strategic market positioning• Estimated Chinese electrical motor market size by developing a data model using a bottom-up approach; analyzed sales figures and electrical motor numbers of 1,000+ PHEV/BEV car models• Assessed China's Latin American cross-border logistics future trend, constructing 5-year prediction… Show more • Conducted competitive analysis on IDC industry, analyzed market reports and financial data, and summarized expert interviews to support an IDC company's IPO preparation and strategic market positioning• Estimated Chinese electrical motor market size by developing a data model using a bottom-up approach; analyzed sales figures and electrical motor numbers of 1,000+ PHEV/BEV car models• Assessed China's Latin American cross-border logistics future trend, constructing 5-year prediction models to forecast growth in the region's air cargo and cross-border logistics sectors, while analyzing key drivers and core competitiveness. Show less

Davis, California, United States

Supervised by Dr. Shelley A. Blozis • Supervise a lab of 5 members, organized weekly meeting, and managed the progress of lab projects• Applied Mento Carlo data method to modify pertinent parameters and generate 160 simulated datasets in R to investigate effect of sample combinations on estimated parameters of MELS model• Employed MELS model on simulated datasets with SAS; gathered and evaluated fitting performance by creating 40+ plots and tables with R and Excel; created R and SAS… Show more Supervised by Dr. Shelley A. Blozis • Supervise a lab of 5 members, organized weekly meeting, and managed the progress of lab projects• Applied Mento Carlo data method to modify pertinent parameters and generate 160 simulated datasets in R to investigate effect of sample combinations on estimated parameters of MELS model• Employed MELS model on simulated datasets with SAS; gathered and evaluated fitting performance by creating 40+ plots and tables with R and Excel; created R and SAS code posted online as a study reference• Presented a poster of “Sampling Size Planning for Intensive Longitudinal Investigations,” as the first author at the Annual Meeting of the Western Psychological Association• Performed Bayesian Regression Model and Mixed-Effects Logistic Regression on a physical activity dataset including 17,547 records with R; modified normal log-likelihood function to improve its fitness to dataset in R Show less

Davis, California, United States

• Identifying the homework issue of 200 students and grading homework weekly for STA106: Analysis of Variance

Davis, California, United States

Supervised by Assistant Professor Can Le• Constructed and performed random graph simulations to estimate subgraph counts with the Erdős–Rényi model, Barabasi-Albert model, Watts-Strogatz model, and Stochastic Block model in R• Computed statistics results from the simulation and visualized the patterns to progress the research

Davis, California, United States

Supervised by Professor Jane-Ling Wang• Identified dataset with specified criteria and R, recommended 2 datasets to the professor for further research• Cleaned and transformed 2 datasets into functional data that can be applied to the fdapace package with R• Performed and analyzed the activity dataset involving 940 records using Functional PCA and Functional Linear Model; conducted kernel smoothing methods with one- and two-dimensional local linear kernel smoother in R

Shanghai, China

• Led market screening of Hyperautomation, IIOT, Digital Human, and Industrial Metaverse and crafted a framework to assess market attractiveness through 10 dimensions, including market size, maturity cycle, and use cases• Researched market entry feasibility of the digital human industry, assessing incumbent market positioning, consolidating case studies, and conducting in-depth analysis of applications in retail and finance, resulting in 15+ page decks.

Shanghai, China

• Conducted compensation analysis for a home décor company, evaluating 2k+ employees' value creation across 10 matrices and the job value-market wage linear relationship, while developing a 3-year compensation adjustment plan• Interviewed 20 employees from 11 departments of a manufacturing client to define department-level functions and revised job descriptions for 100 positions to modernize its organizational strategy • Facilitated 40 workshops with the management team at China’s top 1… Show more • Conducted compensation analysis for a home décor company, evaluating 2k+ employees' value creation across 10 matrices and the job value-market wage linear relationship, while developing a 3-year compensation adjustment plan• Interviewed 20 employees from 11 departments of a manufacturing client to define department-level functions and revised job descriptions for 100 positions to modernize its organizational strategy • Facilitated 40 workshops with the management team at China’s top 1 bank to refine 5-year strategies and benchmarked 13 peer banks to tailor a competency model and detail 10 core competencies for deployment Show less

Master'S Degree, Business Analytics

Bachelor'S Degree, Psychology And Statistics