Cake Talent Search

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 Proven AI/ML Experience: Over 5 years experience in transforming complex data into impactful solutions. Technical Proficiency: Highly adept at developing advanced models in computer vision, generative AI and Statistics to boost efficiency, mitigate risks, and support strategic decision-making. Impactful Projects : Delivered innovative AI-driven solutions across industries such as

., Ltd. 四月Present | Taipei, Taiwan Role: R&D Manager, Sales Manager Responsibility：Responsible for operations Tech Ability: SA, SD, PM, C++, C#, Python, Design Pattern, Git, Docker, Linux, OpenCV, Scikit-Image, Scikit-learn, YOLO Product Intro： https://www.winerva.com Computer Vision Software Engineer • Weijun Precision Machinery Co., Ltd. 十一月三月 2015 | Taipei, Taiwan Role: R&D Manager Responsibility：Develop and maintain the company's main computer vision inspection system Tech Ability: SA, SD, PM, C#, Halcon, Computer Vision Product∶Screw AOI Inspection System

銷商維護、…等子系統。 使用技術：.Net framework, jQuery, Ajax, Report Viewer 程式語言：C#, JavaScript 學歷 國立雲林科技大學 National Yunlin University of Science and Technology 資訊工程 • 2010 - 2014 主修 Data Mining 跟 Machine Learning 技能 .NET Django(Python) SQL Server Vue 3 HTML5/CSS Typescript/JavaScript Node.js Bootstrap5 jQuery Machine Learning Computer Vision Data Mining 語言 中文 - 母語或雙語 English - 進階 日本語 - 初階

通以Flutter開發出App，希望日後能成為頂尖的開發者。 工作經歷 緯育商務AI應用開發工程師養成班 八月十一月 2024 影像辨識 Azure (Computer Vision、Face API、Custom Vision)、Google Vertex AI 實作項目：物體偵測、人臉辨識、車牌辨識、信用卡辨識、客製化視覺、岩石分類、動物分類 資料分析 Azure ML Studio

ICCE- Taiwan) (ppIEEE. • Chen, X. Z., Peng, C., Li, M. C. , & Chen, Y. L, April). Vehicle re-identification system for road side unit application. In International Workshop on Advanced Imaging Technology (IWAITVol, ppSPIE. 證書 Fundamentals of Deep Learning for Computer Vision - NVIDIA 物件偵測專題實作班 - 台灣人工智慧學校 工作經驗 Service Provider • Taron Solutions Limited 五月十月 2023 數據搜集及資料預處理： • 開發爬蟲系統

shortest path algorithms - Developed feedback loop for continuous model improvement using Neo4j and FAISS - Technologies: LLM, RAG, Neo4j, FAISS, GEO libraries, PyTorch, PEFT, LORA 2. CreativeMAX - Marketing Image Evaluation System - Consulted on AI-driven image analysis for marketing effectiveness - Guided implementation of eye-tracking prediction and artistic evaluation - Technologies: Computer Vision models, PyTorch, Scikit-learn 3. Intelligent Article Generation Platform - Developed multi-purpose content generators using COZE platform - Implemented automatic language detection and multi-lingual support - Technologies: COZE, LLMs, Prompt Engineering, NLP libraries Leadership & Achievements: - Established a mentorship program, dedicating 6 hours weekly to guide junior team members

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