負責多家金控集團及半導體業，擔任Sales及專案PM，依據AI及數據應用需求，規劃與執行數據治理應用實務。 💡服務銷售：擔任服務Sales，整合2制度及技術團隊服務，與近20家金融業及半導體業進行數據應用服務銷售及說明，並於1年內達成3千萬級別業績。 💡專案管理：擔任多家金融業及半導體業專案PM，帶領6人團隊規劃及執行Tier1銀行業、保險業及Tier1半導體業的千萬/百萬級落地案及規劃案，於150天至1年內推進及導入數據治理/AI治理制度及工具落地應用。 Responsible for multiple financial holding groups and semiconductor companies, serving as Sales and Project PM, planning and executing data governance application practices based on AI and data application requirements. 💡Service Sales: Served as service Sales, integrating 2 institutional and technical team services, conducting data application service sales and presentations with nearly 20 financial and semiconductor companies, achieving 30 million level performance within 1 year. 💡Project Management: Served as Project PM for multiple financial and semiconductor companies, leading a 6-person team to plan and execute million/hundred-million level implementation and planning projects for Tier1 banks, insurance companies, and Tier1 semiconductor companies, promoting and implementing data governance/AI governance systems and tools within 150 days to 1 year.

規劃與執行數位轉型業務，首創AI分析/營運環境-數據中台，協助自行應用 AI(元大天網模型)輔助主動偵測清查可疑帳戶的銀行、理專防舞弊智能應用及智能客服落地。 💡技術研發：時任天網模型專案PM，帶領4人模型研發團隊於150天內從0-1開發出基礎天網模型，整合資訊、研發及遵法三大部門內資源，並與董事級、及CxO級高階主管持續協調。 💡專案管理：時任中台專案PM，整合資訊及業管團隊，帶領4人團隊於1年內規劃並建置中台應用(Hadoop、Neo4j、AI server等)的大數據分析架構，同步規劃及推進AI智能風控、智能客服落地應用。 Planned and executed digital transformation business, pioneered AI analysis/operational environment - data middle platform, assisted in self-application of AI (Yuanta Skynet Model) to support proactive detection and investigation of suspicious accounts, relationship manager anti-fraud intelligent applications, and intelligent customer service implementation. 💡Technical R&D: Served as Skynet Model Project PM, led a 4-person model development team to develop basic Skynet model from 0-1 within 150 days, integrated resources from information, R&D, and compliance departments, and continuously coordinated with board-level and CxO-level senior executives. 💡Project Management: Served as Middle Platform Project PM, integrated information and business management teams, led a 4-person team to plan and build big data analysis architecture for middle platform applications (Hadoop, Neo4j, AI server, etc.) within 1 year, simultaneously planning and promoting AI intelligent risk control and intelligent customer service implementation.

負責開創產險資料治理組織，同時與BU及IT單位溝通協調多項治理落地方案；依集團金融業務場景協調雙方IT及規劃跨公司資料對接規格/數據倉儲/ETL架構/數據應用等；配合金融數位轉型場景，規劃長期數據生態專案，包含導入及整合內外部數據/多種資料庫環境應用及介接/開發分析用數據服務等。 💡技術研發：時任數據工程師，採用python及Airflow等ETL工具建置，整合集團金控資源，建置跨資料庫(Hadoop、Teradata、Postgres等)的AI大數據分析架構，於1年內完成2大新建平台所需之近20個資料主題建置，並協同取得1商業專利。 💡專案經歷：時任資料治理專案PM，帶領3人團隊，整合近10個業務單位及資訊單位，負責跨部層級資料治理業務，規劃、建置、管控，並定期與CxO級高階主管協調溝通BU/IT數據相關問題，於1年內完成3大業務資料痛點命題。 Responsible for pioneering P&C insurance data governance organization, while communicating and coordinating with BU and IT units on multiple governance implementation solutions; coordinating IT on both sides according to group financial business scenarios and planning cross-company data interfacing specifications/data warehouse/ETL architecture/data applications; cooperating with financial digital transformation scenarios to plan long-term data ecosystem projects, including importing and integrating internal and external data/multiple database environment applications and interfacing/developing analytical data services. 💡Technical R&D: Served as Data Engineer, using python and Airflow ETL tools for construction, integrating group financial holding resources, building AI big data analysis architecture across databases (Hadoop, Teradata, Postgres, etc.), completing construction of nearly 20 data topics required for 2 major new platforms within 1 year, and collaboratively obtaining 1 commercial patent. 💡Project Experience: Served as Data Governance Project PM, led a 3-person team, integrated nearly 10 business units and information units, responsible for cross-departmental data governance business, planning, construction, control, and regularly coordinated and communicated BU/IT data-related issues with CxO-level senior executives, completing 3 major business data pain point propositions within 1 year.

協助規劃、建置並執行集團旗下公司數據匯流，業務包含專案管理及追蹤、彙整各子公司業務資訊及邏輯、遵法議題的處理、資料模型的建置等。 💡專案經歷：時任數據架構師，建置金控層級數據架構及彙整分析數據，負責匯流金控旗下各5家子、孫公司業務資料，協調溝通user、IT及各子公司三方資源，於1年內完成匯流百個中信集團客戶資料集。 Assisted in planning, building and executing data convergence for group companies, business included project management and tracking, consolidating business information and logic from subsidiaries, handling compliance issues, building data models, etc. 💡Project Experience: Served as Data Architect, built financial holding-level data architecture and consolidated analytical data, responsible for converging business data from 5 subsidiaries and affiliated companies under the financial holding, coordinated and communicated resources among users, IT, and subsidiaries, completed convergence of hundreds of CTBC Group customer datasets within 1 year.

負責開發華語文線上教學的AI核心技術，研究華語文線上寫作中的偏誤問題，利用自習與進修類神經網路演算法與自然語言處理(其中包括類神經網路演算法RNN、word2Vec、CRF、k-means分類法等技術)實現NLP在AI學習與資料分析上的應用。 💡核心研發：研發華語線上教學的AI自然語言核心技術，打造智能學習之核心引擎。於2年內研發出基礎核心引擎。 💡平台開發：時任研發專員，獨立開發及維護ASP.NET網站，包括資料庫架構設計、系統分析，流程設計，UI/UX。每月估計不重複登入次數為上萬人次。 Responsible for developing AI core technology for Chinese language online teaching, researching error problems in Chinese language online writing, utilizing self-study and advanced neural network algorithms and natural language processing (including neural network algorithms RNN, word2Vec, CRF, k-means classification methods, etc.) to implement NLP applications in AI learning and data analysis. 💡Core R&D: Developed AI natural language core technology for Chinese language online teaching, creating the core engine for intelligent learning. Developed basic core engine within 2 years. 💡Platform Development: Served as R&D Specialist, independently developed and maintained ASP.NET websites, including database architecture design, system analysis, process design, UI/UX. Estimated monthly unique login count of tens of thousands.

課程教學：電腦科技相關應用與理論/運算思維/程式設計；

設備維運：機房維運、除錯及障礙排除； 硬體維護：個人軟硬體設備維修、資訊控管，資安防護等；