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instances, route management Linux Administration, Shell Scripting, Cron Jobs, Server Monitoring. Windows Server 2012 maintenance CI/DI gitlab + Jenkins + docker registry + azure service fabric Production environment config with spring cloud config server. System surveillance Nagios for system. zipkin for api analyse. Taking data for mobile application. Log data send to ELK and filter error message. Language IELTS(6.5) Listening: 7 Speaking: 6.5 Reading: 7.5 Writing: 5.5 Fluent Mandarin Work Experience HSBC Software Dev(GD) Ltd., Senior Specialist Consultant, Nov 2021 ~ Present

search traffic via strategic SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses Taken: Big Data Analytics, Data mining, Reinforce Learning, Algorithm and BlockchainNational Cheng Kung University MS in Resource Engineering Thesis: Text-mining and

3 年 SQL 及 SPL 開發經驗，力求優化查詢效能 2 年網頁後端開發經驗，貢獻 CDNJS 大型開源專案 (9.4K stars) Machine Learning Skills Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word) Data Engineering & Analysis Skills Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk Cloud Platform GCP: Cloud Function, Dataflow, Composer, BigQuery 學歷National Chiao Tung University Computer Science - Data Mining LabTatung University Computer Science

由於成果顯著，升任資訊組組長一職，管理公會資訊相關工作。 在南山人壽資訊管理中心擔任系統設計師期間，主要是負責Data Warehouse 的工作及管理Sybase Database，並支援顧客行銷部做Data Mining，將使用者的需求經由SQL篩選出來，利用Powerplay、Impromptu等OLAP軟體提供主管決策分

department. Designed and implemented data warehousing project. Building business Intelligence dashboard by Tableau. Data Analyst Softstar Entertainment Inc. JunMar 2016 Co-working with PM translate the goals into a data mining problem definition. Analyzed game (明星志願、魔女異聞錄) related data via exploratory data analysis discover initial insights to understanding game progression and cluster groups (Kohonen maps, k-Means) for classify different potential customer. Write well-organized reports, prepare impressive slides for presentations. Skills Knowledge : Business Intelligence、Data Modeling、Machine Learning 、Data Mining 、Data Visualization Statistical Data Analysis

DB performance, including SQL analysis / optimizing table schema 3rd-party backend services integration, e.g. FB API, Linebot(LIFF), SMS system Used Elasticsearch to build search engine for social public opinion analysis system Handled DB replication mechanism and drafted a Disaster recovery plan for the product. Data Analysis with Python, including ETL, text-mining Client Side Experience Used Vue and Vuex to build SPA website Connected backend APIs to implement separation of frontend / backend Refactored old project code by creating more reusable components, and improved client-side performance Developed RWD page with Bootstrap and handled

S3 Yung Ching Realty, Backend Engineer, Aug 2019 ~ Jul 2021 Develop new project mobile web Maintenance and Development Web (The daily average website traffic of 200,000 and 2,000 concurrent users.) Maintenance Web API accelerate 50% Maintenance and Development Line ChatBot (549,285 member) Schedule auto update house data to Yahoo Web CMONEY TECHNOLOGY , Elite Software Engineer Bootcamp Trainee, Feb 2019 ~ Aug 2019 Selected from over 150 candidates for the bootcamp which provides learning opportunities and resources to those who possess strong desire to learn coding Completed weekly assignments and tests in a timely and accurate manner Co