1.Led the development of cutting-edge products, the Robo-Advisor, and Business GPS2.Led enterprise AI solutions: on the basis of machine learning algorithms and statistics techniques3.Built and managed a cross-functional R&D department, directly overseeing 13-15 members. Fostered collaboration among frontend, backend, DevOps engineers, and data scientists to optimize team performance

1.Lead machine learning based predictions development of the intelligent systems in medical intensive care unit2.Led the entire lifecycle of data science projects, from product definition through to deployment. Responsibilities encompassed defining project targets, managing data acquisition, overseeing data processing, guiding the modeling phase, conducting evaluations, and ensuring successful deployment3.Engaged in a technique exchange program with the Massachusetts Institute of Technology (MIT), collaborating with the Computer Science and Artificial Intelligence Laboratory to stay at the forefront of cutting-edge technologies and methodologies4.Established a company-wide internal training system dedicated to data scientists, fostering continuous learning and skill development across the organization

1.Conducted the design and implementation of efficient, robust, and scalable data pipelines specifically tailored for model development on large-scale patent data2.US/China Patent Quality & Value Ranking prediction model development and implementation3.Web analytics based on large scale structure/semi-structure data for targeting online customers, improve product and marketing campaigns tracking of the membership platform

1.Developed employee turnover prediction models based on Foxconn human resource large database2.Implemented a recommender system for the Foxconn RSS News App, incorporating natural language processing(NLP) and machine learning algorithms to deliver personalized content recommendations and improve user engagement

1.Led the development of business intelligence platforms encompassing data ETL, analytics, and visualization. Focused on Manufacturing Process, Supply Chain, Financial Credit, and Human Resource domains, providing critical insights for informed decision-making2.Implemented a recommender system for the Foxconn RSS News App, incorporating natural language processing and machine learning algorithms to deliver personalized content recommendations and improve user engagement