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and preparedness for sophisticated analytics and reporting. Utilized Databricks and Airflow to run extensive data profiling tasks, analyzing data patterns and identifying potential quality issues before they reached the Databricks Delta Lake. Established robust guardrails using the combined might of AWS Lambda, Apache Airflow and Databricks, ensuring that data stored in the DataBricks Delta Lake consistently met the highest quality benchmarks. MLOps / Machine Learning / Data Science Utilized Databricks to build a LightGCN-based recommendation system, fine-tuning for precise content delivery. Monitored model versions with MLflow, ensuring continuous integration. Seamlessly merged our recommendation

分割): - Bronze medal (team): (Kaggle) Understanding Clouds from Satellite Images: Can you classify cloud structures from satellites? 2019/11/19 GAN (影像生成): - Bronze medal (solo): (Kaggle) Generative Dog Images: Experiment with creating puppy pics, 2019/08/29 Experience: ．10/2020- Ittraining data science lecturer ．08/2019- Data science lecturer for ITRI's AI vocational training class/ AI training lecturer for Taiwan water resources and agriculture research institute. ．08//2019 Assistant professor/head to the department of cosmetic science and application, and department of environmental engineering

. Mechanical Engineer (Vehicle Chassis), HAITEC, 2016//4 Design and develop steering wheel and airbag. SKILLS Programming Python C++ Development Tools PyTorch OpenCV Linux Docker Git Domain knowledge Super resolurion Object detection Face detection and recognition Machine Learning Web Crawling EDUCATION INSTITUTE FOR INFORMATION INDUSTRY Data Engineering and Data Analytics Intensive Training Program (2018//11) NATIONAL TAIWAN UNIVERSITY (NTU) Master of Mechanical Engineering (2013//7) NATIONAL TAIWAN UNIVERSITY (NTU) Bachelor of Mechanical Engineering (2009//6) CERTIFICATES Microsoft Professional Program: Data Science Certificate TOEIC Golden Certificate (915/990) PROJECTS

and Data Enginner license AWS Hold AWS Certified Solutions Architect – Associate license. EducationFu Jen Catholic University Department of Library and Information ScienceBigData Analyst Class(AB106) coding bootcamp(Institute for Information Industry) Experience FebApr 2023 Solutions Architect CKmates Responsible for AWS cloud architecture and solution design. AprJan 2023 Cloud Data Engineer SinYi Realty Inc. Responsible for Azure cloud architecture and Data ETL Pipeline development and management. JanApr 2022 Backend Engineer AnFu Solutions Inc. Responsible for AWS cloud environment management and architecture, ETL data cleaning, and Python API development. Project experience: House+ : Data cleaning process

route and events, exploring events and routes created by others, viewing live events, personal profiles, inboxes, user communication, disaster reporting, and more. The following are some key aspects: Utilized MobX as a state manager and Drift as a local database. WebSocket was employed to ensure synchronization between local data and server data. In 2020, due to the immaturity of Flutter Web, the web version was developed using the Dart version of React. While web and app share common business logic, there are still some differences in implementation (e.g., which API to use).

李仕航 Sean Lee About me • Capable in multiple programming languages, such as Python, Java, C#, etc. •With mature database management skills, including SQL and NoSQL DB • Experience with development tools, like Visual studio, Azure, Git, Gira •With knowledge of web development, including HTML, CSS, ASP.NET, Javascript, React.js • With AI related knowledge, including NLP, machine learning and data manipulation •Be able to pick up new skills and stay updated of emerging technologies Taipei, Taiwan Contact Email: [email protected] Mobile:LinkedIn: https://www.linkedin.com/in

王國丞 (Guo Cheng Wang) I'm a programmer with 9 years of work experience, including Frontend, Backend, Mobile App, MMORPG. The Backend ability is the best, followed by the Frontend , and for Full Stack engineers. Focus on building simple, readability and reusability codes. Happy to share and learn knowledge to improve team ability and code review to hold clean . Taiwan Work Experience Backend Engineer • AppTask Ltd. D evelop SharePoint custom web app Maintain backend server Designing and developing web applications Backend 80% Using the frameworks including FeathersJS and AdonisJS Design data table schema