Cake Talent Search

Data Lake/Warehousing : Python, SQL server, MySQL, Java Machine/Deep Learning : Scikit learn, Tensorflow, Pytorch, OpenCV, SciPy, Hugging Face API API Services : Flask, Django Data Visualization : Tableau, jmp pro 16(SAS) Cloud Services : Azure, GCP System : Linux, Spark, Docker Work Experience 華新麗華總部 • AI 資料科學家 03/now Digital Information Platform Development Project Management (PM): Led the design and planning of management dashboards, overseeing everything from requirement gathering to business process optimization. Established enterprise data governance and metric standards. System Analysis (SA/SD): Designed and implemented an

預處理： • 開發爬蟲系統：使用者只需設定關鍵字即可自動爬取各大醫學論文網站當今的文章，爬取網站包含：PubMed、Google Patent、Internet Archive Scholar。 • 資料清理：將文章內容依照公司標準做整理，並新增數據至公司資料庫。 技術：Python、Beautiful Soup、Selenium、Prompt Engineering、MySQL 微算機系統實習 課程助教 • 國

Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Skills Languages: Python, MatLab, Shell scripting, LabVIEW Deep Learning: Proficient in CNNs, LLM development, and deployment. GPU Programming: Python CPU to GPU migration and acceleration optimization. Developer Tools: Obsidian, Nsight Systems, pdb (python debugger), and Git. Work Experience TSMC, nPtD/OPC-III Chief Engineer (MarchNow) - Advanced CNN Applications: Integrated CNNs for enhanced anomaly detection and image processing. - Localization of LLM

陳政陽 Ethan AI/ML Engineer, Data Scientist Curious about data and everything innovative, building AI applications to solve problem. Enjoy life beyond work, exercise and traveling are my interests. Kaohsiung City, Taiwan [email protected] 陳政陽 SUMMARY Extensive Experience: 5+ years experience in AI and Data Science Technical Proficiency: Familiar with AI/ML techniques, including computer vision, diffusion models and Statistics Diverse Project Portfolio: Work across various fields, including AOI, production, MRT and education Training Expertise: Design courses and guide members to develop their AI projects Research: Enthusiastic about

Dan [email protected] Data engineer/scientist with over 5 years of expertise, specializing in Computer Vision and LLM within Deep Learning. Work Experience Data Engineer / Scientist | H2 inc. DecApr 2024 | Taipei, Taiwan Orchestrated AI model training, monitoring, and re-training system deployment. Streamlined the AI model training process and reduced training time by 40%, resulting in faster time-to-market for AI-driven products. Implemented a comprehensive labeling strategy, leading a team of 3 members to ensure adherence to labeling rules, resulting in a 30% improvement in data accuracy and a

電信 hiCloud年再將 hiCloud 各項服務逐步移轉 GCP年使用 Jenkins 及 Azure DevOps，建立各項 DevOps 與 CI/CD pipelines年協助將 VM 移轉為 Docker 與 Container，使用 GKE (Kubernetes協助資料科學家建置 Airflow，客製化各種分析工作用的 worker(R、Python) - 主導各項 Infra 治理與資安規範制定 2017年起，擔任資訊部 Infra Team 主管(管理

時資料為主，配合政府公開資料進行資料分析及預測。 行車導航系統優化案，配合導航廠商，針對該公司現有產品，利用歷史資料(平均每月30憶筆)，負責設計並架構系統從資料儲存，資料清洗，資料分析及資料取用等環節。 藍科數位科技, 資料工程師