原廠軟硬體設備之代理商及經銷商 - 訂單管理流程 - 庫存管理 - 協助部門相關事宜,例如行銷活動,採購特殊零件 學歷 University of Washington - Seattle ESL Business Marketing Program •實踐大學(Shih Chien University) 國際貿易 •技能 Word PowerPoint Microsoft Office Excel Fast typing ERP CRM 語言 English —母語或雙語 ILETS 6.0 , TOEIC 720 Chinese —母語或雙語 Spanish —初階
Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data. ( GitHub ) Real Estate Evaluation model – Geographical/Credit Card data gathering, cleaning, feature engineering (Hit-rate performance improved from 55% to 70%) Python Machine learning Data Pipelines Web Crawlers PyTorch, Airflow, Pandas, docker SQL Extract-Transform-Load(ETL) Efficiency(Window Functions) Language Chinese(Native) English (TOEIC 905/990 TOEFL 96/120) Project(@ Esun only) ( Powerpoint demo link, clic...