• Researched data architecture and Data Common theories.Drafted and refined literature and technical documents to contribute conceptual validation for the WEHI community• Validated five genomic data concepts and completed data processing tasks based on HPC systems.Improved the open-source Data Portal, optimizing and enhancing its functionality• Presented research outcomes, receiving widespread recognition from medical researchers and creating some potential value for future research

• Cooperated in the Ningbo City Brain development project, becoming proficient in data middleware and its business architecture.Applied Alibaba Cloud and operating systems for data governance• Collect and process sources data from main four different databases to support downstream business• Conducted research on Alibaba Cloud's PAI platform, designing and comparing three different ML models to predict congestion index of Ningbo roads.Presented and shared results to team

• Engaged in analysis of Taiwan Panasonic Group's customer preferences, and provided strategic business advice• Managed data storage and processing using SQL Server database, SQL, and Python programming languages. Refined metadata to identify valuable data• Employed SPSS to construct model frameworks, developed machine learning models for customer segmentation, and generated analytical charts. The insights were recognized and adopted by enterprise

• Participated in the development of the information platform of Ningbo Haishu Court• Assisted in the implementation of OCR projects including development, testing and application deployment• Consulted intensive literature on the framework of deep learning and image processing, followed by adopting imageenhancement to expand the dataset