operational workflows to enhance efficiency. I hold a Master's degree in Project Management and Data Science from HTW Berlin, which has equipped me with both technical and academic capabilities. I am proficient in Python, SQL, and Power BI, and possess a strong foundation in natural language processing (NLP) and machine learning. Work Experience Data Analyst • HP Taiwan 12//2024 Managed product portfolio complexity across 100+ SKUs with diverse segments, reducing 50% complexity reduction over 2 years through data-driven strategies Led Business Unit operations team to create executive reports, providing actionable insights to

黃柏叡 數據工程師／數據分析師／架構工程師／後端工程師 email: [email protected] 畢業於交通大學資訊工程學系，後取得師大政治學研究所碩士及法國雷恩商學院數位行銷傳播碩士。跨足資訊工程、政治學、數位行銷傳播等多領域，對數據分析在不同領域

vi。 在 Smart Journey 智慧旅程查詢平台專案中，我運用 Python 的 subprocess stdin/stdout 管道、JSON-RPC、多線程安全 threading.Lock、進程清理 atexit 等技術，串接 MCP Server，實現自然語言旅程查詢服務。 (履歷後附上 Smart Journey ) Database 關聯式資料庫 資料庫有使用過MySQL、SQL Sever、PostgreSQL，其中最常使用MySQL。 在遇到稍微複雜SQL

與 BTC 價格預測平台，導入 Airflow、MLflow、Prometheus 等工具實現訓練自動化與監控可視化。熟悉 PyTorch 與語意建模，能結合 DL 模型與 Prompt Engineering 有效解決 NLP 任務。 📂 GitHub： github.com/SamJim0729 內湖區, 台北市, 台灣 資料科學專案 Data Science Projects 個人實作專案 AugNow BTC 月趨勢預測 MLOps 系統建置 ： 資料準備 ： 運

C2B2C, B2C2B business models which increases order numbers from average 20, 000 to 400, ly. # Design data exchange between Order and supply system to decrease inventory cost : In some business model we can decrease cost to zero. # E-commerce shopping web searching outcome optimization, we used NLP Neuro-Linguistic Programming technology to provide better user . Software Engineer ，system analyst • Regal scan JulyDecember 2017 Implementation Consultant : ＭＭ, SD, AM, CO, FI, WF modules # Building e-commerce web using Java, JavaScript, MS-SQL including authority model, online account control model, all kinds of report for management

算力(單核心)、低記憶體(1G)環境優化的漢字全文檢索資料庫，確保產品在資源受限的平台上仍能提供高效的搜尋體驗。 運用 NLP 技術，實現精準的斷詞與關鍵字分類，為搜尋演算法提供精準的語意分析基礎。 基於倒排索引結構，客製化搜尋演算法與

Wang Wen Shang Tainan City, Taiwan || [email protected] Summary & Career Goals Computer Vision & AI Expertise: Over 12 years of experience in image processing, object detection, 3D reconstruction, and AI-driven automation. Machine Learning & Data Processing: Expanding expertise in Large Language Models (LLMs), Natural Language Processing (NLP), and MLOps to enhance intelligent data-driven solutions. Python & Linux Proficiency: Proficient in Python, C++, OpenCV, and Halcon, with a strong focus on performance optimization and Ubuntu-based development. Cloud & Containerization: Skilled in Docker-based deployments and integrating scalable applications with modern cloud technologies. Distributed