Daniel Liu

Daniel Liu is a Machine Learning Engineer currently working at Dcard since December 2023, where expertise includes developing a multi-task learning model that significantly enhances user interaction and retention. Prior experience as a Data Scientist at KKday involved creating an AI chatbot and implementing a Graph-based authentication module, enabling high recall and accuracy. At Advantech, Daniel developed a demand sensing forecasting model improving accuracy by over 15% and established an Ensemble Learning framework for time series forecasting. Earlier experience includes a Machine Learning Engineer internship at Cathay Financial Holdings Co., Ltd., optimizing a Latent Dirichlet Allocation model and developing a Robo-advisor with strong performance metrics. Initial work at Cheetah Mobile as a Data Analyst Intern focused on enhancing revenue and generating insights through data integration and lead generation. Daniel holds an MBA in Management Science and Big Data Analysis from National Chiao Tung University and a Bachelor's degree in Public Finance from National Taipei University.