• Based on past claims data, conducted one-factor analysis, GLM model building, evaluation and explanation of models, production of rating table and its validation. • UBI (Usage-based Insurance) research and actuarial modelling program• Developed, maintained, and enhanced automated programs using SAS/Excel VBA, such as extraction of data, linking relevant data, validation/adjustment of rating table, which reduced manual efforts and improved program efficiency. • Vehicle brand and vehicle model risk rating: Based on Random Forest algorithm, developed a set of SAS-run calculation programs that enhance the predictivity power of vehicle brand/model risk models. • Explored other potential risk factors, such as interaction factors, UBI (Usage-based insurance) factors. • Summarised and presented industry research output, such as actuarial reports.

• Assisted in monthly reporting production run and profit analysis for various AIA business regions using Excel/VBA templates. Mainly responsible for tracing underlying data for abnormal results.• Assisted in the organisation and maintenance of Excel/VBA templates and reporting production manuals.

Worked in teaching department of Global Education school in Guangzhou for 3 months, during which I taught Edexcel A level Economics to 2 students on one-to-one basis.