• Performed EDA (Exploratory Data Analysis) on doctor interviews, survey responses, and historical data with Pandas; utilized Tableau to craft insightful visualizations and delve into user preferences for visual display for hospital diagnosis
• Launched a user-friendly pre-diagnosis system with the Decision Tree algorithm in Python and applied it to 100 doctors and serving 1500 patients, gaining a 25% increase in efficiency and a 100% user satisfaction rate
• Developed front-end pages with visualizations to display critical data for hospitals and implemented ETL (Extract, Transform, Load) pipeline to gather data from the back-end database, resulting in a 10% increase in operational efficiency
T
Tencent
Data Scientist Intern
Guangzhou, GD, People's Republic of China
January 2023 - April 2023
C
Computational HCI Lab, UM
Research Assistant
Ann Arbor, MI, United States, 48113
August 2022 - February 2023
Skills
Languages
CantoneseChineseEnglish
Technical skills
Amazon Web ServicesApache HadoopC#C++ (Programming Language)GithubJava (Programming Language)JavaScript (Programming Language)Microsoft AzureMicrosoft ExcelNLTK (NLP Analysis)NumPyPandasPython (Programming Language)PytorchScikit-learnSciPySpacySQLTableau (Software)TensorflowUnity 3d
Skills
Communication SkillsMicrosoft Excel,Microsoft Word,Outlook,SharepointMicrosoft PowerPoint