Cake Talent Search

Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/C#/Java development 7+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 4 year experience in Python 2 year experience in Tensorflow & PyTorch 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :

Yueh-Lin Tsai 技術總監 台中市, 台灣 Tel :E-mail : [email protected] 工作經歷 技術發展中心總監 • Artificial Intelligence Foundation(財團法人人工智慧科技基金會) 九月六月 2024 | Taichung, Taiwan 領導台中辦公室團隊 (約8人) 規劃與執行客製化AI培訓課程：技術型課程、AI通識課程、工作坊 執行AI相關專案

by over 90%. The caching solutions were monitored and maintained using the ELK stack, ensuring high availability and performance. NLP Engineer,–, Ubestream . 1. Developed NLU services for Taipei Metro: creating intelligent ticket agents that support ticket purchases, local tourism guidance, and Q&A. Utilized Huggingface, PyTorch, and Keras, and achieved a 92% success rate with 100+ concurrent users in load testing. Led the development of a configurable conversational agent: for the Taichung government’s Maple Garden business district, streamlining new store setup from 1 month to 3 days. The system was tested

for complex engineering challenges. Involvement YEF Delegate A start-up contest | JulSep 2018 Distinguished myself further by becoming one of the final 17 delegates, underscoring my ability to stand out and excel in challenging environments. Conducted strategic on-site visits to 16 distinguished companies, startups, and organizations, including industry leaders such as Amazon, Zoom, and Google. Skills Languages: Python, SQL, Bash-Shell script, C/C++ Software: Pytorch, Tensorflow, Docker, Git, Airflow, Dagster, AWS, DVC, Flask Technical Skills: Data Modeling, Custom ETL Development, Data Analysis, System Resource Analysis, AWS IaaS Languages Chinese - Native English - Professional

轉為簡體，最終使用情感分析工具(snownlp)進行股市漲跌分析。 技術：NLP、Beautifulsoup、 opencc 、 snownlp 、 Matplotlib 台灣景氣指標預測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型，以各式台灣景氣指標當作輸入，輸出未來經濟景氣趨勢階段。 技術：Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li

with Great communication skills to cooperate cross cultural teams. I learn things fast in diversified areas and propose solutions by leveraging in-depth domain knowledge with data science. GitHub , Linkedin Skills & Toolkits 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

規舉發，並產生相應的影片摘錄和快照。 工作技能 程式語言與框架：Python, C++, C#, Java, Flask, Celery, MVVM, QT, WPF 深度學習框架與優化平台：Pytorch, Openvino/OVMS, Tensorrt/Triton Server, MNN 資料庫與作業系統：MS SQL, PostgreSQL, MySQL, Redis, Debian(Ubuntu/Raspberry Pi OS/Kali Linux), Windows/Windows Server, macOS 通訊協議控制：I2C, MQTT, UART, SPI, WebSocket 容器與