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傅驛爲(Wayne) Email: [email protected] Cell Phone:於交通大學統計所畢業後至旺宏電子服務，主要工作內容： 負責 Fault Detection and Classification ( FDC) 資料分析， 使用統計方法結合半導體專業知識，協助工廠排除設備異常、提升良率與產能。 管理與指導資料分析工程師，並作為部門代表參與

Proven ability to lead cross-cultural teams and drive innovation in AI applications across industries. Skill Sets - AI/ML: LLM fine-tuning, RAG, PyTorch, Scikit-learn, Hugging Face, Gensim, LoRA, PEFT, LangChain, llama.cpp, BERT, Transformer models - NLP: Spacy, Word2Vec, Named Entity Recognition, Sentiment Analysis, Prompt Engineering - Data Processing & Databases: Elasticsearch, Neo4j, SQL, SQLite, FAISS - Cloud Platforms: AWS, GCP, COZE - Programming: Python (Advanced) - Other: Web Scraping, Data Visualization Professional Experience AI Team Lead, Fimmick (08/Present) Lead AI initiatives for a Hong Kong-based company with development teams in Taiwan. - Design and architect innovative AI

Procurement Impact Dashboard with map-based visualizations to monitor the effect of earthquakes on global supply chains, enabling real-time responses. Streamlined monthly data processing workflows, automating reports and reducing 90% of manual effort, significantly lowering labor costs. SepJan 2023 DBA GAMA PAY Co., Ltd. Ensured data accuracy and optimized query performance for SQL Server and GCP environments. Analyzed app usage behavior to develop Hotspot Analysis Dashboards , optimizing advertising push notifications and increasing Seven payment adoption by 10%. Led big data integration and visualization efforts, combining multi-source data in GCP and developing Tableau

api. Responsible for RTK and Qualcomm IC solution. IEEEa/b/g/n/ac/ax/be, Wifi, BT, testing stardard. TeamCity auto build code and maintain auto test. Testing software introduction and yield rate inhance in Shanghai factory. Work with big data team to analyze calibration index distribution to reduce test time. Experienced with RF test equipment and tools(e.g., LitePoint series instrument : M16X, MW7G, M8/ iTest series: WT428/ E4416A Power Meter) Network performance testing tools (iperf3) Skills C/C++, Git

腦觀看請使用Desktop連結，若以手機觀看請使用Mobile連結，感謝您的閱覽 工作經歷 產品設計師/UIUX設計師 大數據股份有限公司 | Big Data, Ltd. 九月PresentTaipei, Taiwan 工作內容：領導官網改版規劃與設計、Saas系統產品、前期UX研究、資訊架構規劃、企業識別系統設計、品牌設

限公司 Owned an advertising product with new business model . Conceptualized an innovative business model leveraging business analytics skills. Led the end-to-end development of three modules, launching the product from scratch. Facilitated big data services to all BUs (Business Units) with concise Group-level data strategies, resulting in cost savings or profit increases Recommendation: Increased 10-50% user metrics performance (page view, click rate, …). AI Services: Provided features (such as Precision marketing for AD BU) to increase revenue. Owned group instrumentations, providing guidance to achieve data accuracy and quality. Mentored 1

Cheng-Yu Sung（Timmy） Senior Data Analyst I maintain a strong curiosity about all things and leverage data to comprehend the world and address complex questions. With five years of experience as a data analyst, my current focus is on managing royalty systems, developing data pipelines and dashboards, and producing a wide range of [email protected] Taichung City, Taiwan Work Experience JanuaryPresent Taichung City, Taiwan Senior Data Analyst RHINOSHIELD Managed the royalty report system, automating the generation of over 30 reports each month and integrating them into the company's financial system. Facilitated