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digital banking from scratch Build ETL flow Business Intelligence Analyst • WeLab MayNovember 2022 | Jakarta, Indonesia Design datawarehouse Design datamart Build analytic dashboard for business users Visualize data Adhoc reporting Maintain existing dashboard Troubleshooting business dashboard Build datawarehouse, datamart and reporting dashboard digital banking from scratch Build ETL flow Senior Business Intelligence Analyst • Sinbad DecemberMay 2022 | Jakarta, Indonesia Design, troubleshoot and maintain data warehouse. Analysis from raw data into business reports that will be used by other departments. Build business dashboard visualization. Maintain & troubleshoot existing business dashboard. Provide adhoc report request. Visualize data. Business Intelligence

吳伯俊 學歷: 高雄醫學大學公共衛生系 2012~2016 Email : [email protected] TEL :至今 數據分析人員 國泰世華商業銀行 稽核室 金管會灰名單平台專案 需求訪談 : 與內部使用者討論報表邏輯，確認目的 、 定義異常樣態。 資料源蒐集與分析 : 跨部門溝通: 核心系統IT、中台

Sumber Daya Mandiri Pivoting and provide Dilayani Tokopedia seller's data (inbound, outbound, damage, quarantine, etc), checking the rootcause from database if there's an unbalance data Checking if there's unavailable sellers product (not live) and align with Tech Team to sync the stock Align with Product Manager and Business Intelligence Team to gather insight from Dilayani Tokopedia seller about all reports that seller receive to improve sellers experience Retention Specialist (Tokopedia) FebruaryDecember 2022 | PT VADS Indonesia Providing help to Tokopedia's sellers who join Gudang Dilayani Tokopedia services about their transaction, product inbound, outbond, promotion, and others problem

陳義杰 With experience in finance, sales, human resources, and IT functions, I have: • Increased corporate performance 25% by aligning individual deliverables with overall objectives through translating strategy into operational terms; • Raised digital transformation impact 20% by meeting business requirements and enabling technology transformation through bridging gaps between business and IT; • Beefed up sales effectiveness 20% by driving sales activities and reducing fruitless sales calls through providing analytics to support the decision-making; • Boosted operations efficiency 15% by improving the cross-functional handshaking and reducing disconnections between departments through understanding the operation of various functions. 台北市

領經驗 「HR Data Center」：規劃並建立資料端到端完整架構與應用模式，讓使用者能具有標準化定義、統一數據源且即時之準確數據 「Business Intelligence」 ：Power BI 加速決策、定義指標、降低統整/分析工時 (降低99%工時)：招募、即時人力、出缺勤、離職預測、離職率與法遵等管理 「Robotic Process

current situations, conceptualized solutions. -Presented sales proposals to stakeholders, outlining project benefits. Customer success manager • 拼起科技(智影顧問) 十一月Present -Implemented cloud-based factory management system at the client side, which encompassing five aspects of management：Equipment, Audit, Production, Energy, and Business Intelligence. -Software implementation project management, covering schedule management, stakeholder management, and change management -Proposed software optimization and new feature development based on client requirements. -Ensured the attainment of project Key Performance Indicators (KPIs) for clients, thereby cultivating ongoing collaborative partnerships and subsequent orders. 助理工

/year; • ROI’s and KPI’s - projection and reporting, allowing a close monitoring of the department’s targets and quick readjustment if necessary; • Supplier negotiation and contract analysis that allowed savings of 200k€/year; • Pilot study implementation, allowing new solutions and technologies to be tested. Education Porto Business School - Business Intelligence & Analytics - Analyze a set of raw data (dump from main DB) using SQL and MySQL; - Create an ETL; - Extract meaningful KPI's and create dashboards with Tableau for visual analyses; - Build models for target marketing and forecasting; - Define clusters and find interesting patterns. FEUP - Master