Lien is a Data Scientist working in car rental industry in Sixt, based in Munich, Germany. She has worked in developing forecast and predictive system that uses a range of advanced machine learning models, joining from exploratory data analysis, model development to deployment. Lien is passionate about data science topics and deriving data-driven solutions to solve complex business problems. Currently she focuses on not only forecasting but also applying forecasts to optimisation modelling.