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

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

CI/CD建置、自動化發佈 Google Play Store，Apple Store APP 自動化測試 SquareX 富奇想股份有限公司, 資深工程師, Apr 2016 ~ Aug 2019 The Time product (1920*1920 touch screen, chatbot/Alexa, computer vision, AI/BI enabled): Device scription : Android based system with wifi/BLE,/zigbee/camera Integration Iot device, video call and custom/3rd party service. Android SDK architecture design and develop Design IoT integration interface for multiple IoT accessory, and design the IOT SDK

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

YONG-LIN SU Email: [email protected] Phone:I have been an R&D software engineer for 4 years, specializing in computer vision and backend development with Python and C#. As a founding member of this team, I developed computer vision-based tools to reduce human error in processes and minimize time spent in their workflow. I am seeking opportunities to engage with startup founders and explore roles where I can contribute, particularly in the area of LLM applications. Work Experience R&D Engineer • ECOM Co., Ltd SepNow | Taichung, Taiwan Developed a WPF