Zoe Liou Email & Phone Number

London, Gb

London, England, United Kingdom

London, England, United Kingdom

[Department of Economics]• Designed and implemented an econometric model to evaluate the impact of COVID-19 with mix-frequency time series data and more than 180 macroeconomic variables as predictors. • Performed dimension reduction techniques and clustering methods to identify grouped variable weights for the estimation of the COVID-19 effect. • Extracted macroeconomic data from 5 open data sources using API and web scraping.• Created interactive choropleth maps using Plotly to visualise the house price changing in the United States.

[Department of Economics]• Visualised transaction data using ggplot2 to analyse investors’ behaviour. Cooperated with a local financial holding company.• Applied feature selection techniques and built machine learning models with Python to identify the disposition effect.

Master'S Degree, Data Science

Dissertation: 𝐴𝑝𝑝𝑙𝑦𝑖𝑛𝑔 𝐴𝑟𝑡𝑖𝑓𝑖𝑐𝑖𝑎𝑙 𝐼𝑛𝑡𝑒𝑙𝑙𝑖𝑔𝑒𝑛𝑐𝑒 𝑇𝑒𝑐ℎ𝑛𝑖𝑞𝑢𝑒𝑠 𝑡𝑜 𝑅𝑒𝑞𝑢𝑖𝑟𝑒𝑚𝑒𝑛𝑡 𝐸𝑛𝑔𝑖𝑛𝑒𝑒𝑟𝑖𝑛𝑔 𝑤𝑖𝑡ℎ 𝑆𝑚𝑎𝑙𝑙 𝐷𝑎𝑡𝑎𝑠𝑒𝑡𝑠 • Applied traditional machine.

Bachelor'S Degree, Economics, 89.78/100 (Gpa: 3.9/4.0)

Related Coursework: • Statistics • Mathematics for Economics • Quantitative Finance • Machine Learning with Python • Applications of Data.