University of Oxford

The London School of Economics and Political Science (LSE)

Shenzhen Middle School

Strategy and Operations

YCL Education

General Manager

Airbus China Innovation Centre

Strategy and Operations Director

Uber

Operations Manager, Expansion, Regional Supply Lead

• Construct predictive statistical models using customer demographic, marketing and online usage data, including churn model, email campaign target selection, customer segmentation and etc. 
• Work as an internal consultant for quantitative and qualitative research design and related ad-hoc analysis for all research projects in EF Labs. 
• Work as the Scrum Master of Business Intelligence(BI) team to ensure the high productivity of the team and the growth of each team member.

EF Education First

Senior Business Intelligence Analyst

• Performed in-depth business analysis and gained sound understanding on industries including Real Estate, Education, FMCG and CleanTech through involvement in different projects. 
• Carried out on-site financial due-diligence  and primary valuation on targeted projects based on accounting, business budgeting and planning materials;
• Established solid foundation in P&L, Balance Sheet and Cashflow analysis and different company and project valuation methods, including DCF, NPV, ROI, multiples and etc. 
• Participated in the structural design of targeted projects and drafted investment reports;
• Developed and maintained relationships with business partners of the company and assisted in the planning of meetings and onsite due-diligence activities.

ZRI Capital

Investment Analyst

• Conducted telephone and face-to-face interviews with London 2012 Game Makers applicants;
• Wrote up interview conclusions and recommendations for applicants;
• Involved in the organization of volunteers' event and the edition of weekly volunteers newsletters.

London 2012

Trailblazer Volunteers

• Researched and analysed information on global bond markets to set assumptions for accounting valuation in different countries. 
• Liaised with actuaries, both internally and externally, gathered results for global financial accounting coordination work. 
• Established a solid understanding of FAS, IAS, US GAAP, UK GAAP and IFRS.
• Participated in the process of setting up new global benefit system followed by the demerge of a multinational client. Work includes coordinating with actuaries in more than 30 countries to gather current benefit information and benchmarking the benefits globally as well as carrying out analysis on the advantages and disadvantages of different benefit systems and their ease of transition/implementation in different countries.

Towers Watson

Actuarial Consultant

• Analysed the correlation between voting eligibility and satisfaction with the elected government using macroeconomic data for OECD countries. 
• Introduced stochastic model to the analysis of world income inequality during war periods.

Part-time: Quantitative Research Assistant

• Performed data analysis and maintained the quality of internal databases.
• Carried out research on global equity markets and presented to the management board.

Candy Xiaohui Liu