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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

成本10%及縮短近7成作業時間。 - - 使用爬蟲技術爬取相關產業之股價及原物料價格，並整合至營運指標的儀表板。 技能 Python SQL Data Modelling Data Science Data Analysis Data Visualization Machine Learning Project Management FineReport 語言 English — 中階 Chinese — 母語或雙語 學歷國立高雄科技大學(原高雄應用科技大學) 資訊管理所 - 主要

. I excel in translating complex technical initiatives into business growth, with a strong emphasis on knowledge sharing and partnership development within the cloud technology ecosystem. Taipei City, Taiwan phone:mail: [email protected] Work Experience Expertise & Innovation Lead, Cloud fifty-five NovPresent Taipei, Taiwan -Solution Delivery Data Migration : Led data transfers for major financial groups and developed data warehouses for international manufacturing companies. Data Science : Implemented AI training for executives and developed analytics platforms for enhanced customer engagement. Data Governance : Oversaw data compliance projects for leading banks. - Technical Support : Provided troubleshooting and support

. 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

HUAN-CHIN CHEN Product Manager Taipei, Taiwan Huan-Chin Chen is a product manager at Neousys Technology Inc. She is currently focusing on automation and AI computing domain. Formerly, Huan-Chin held a bachelor’s degree major in Electrical Engineering awarded by National Taiwan University inBesides her major, she has also self-learning much knowledge related to computer science like C++ Language, Data Structure, and Full Stack Development, which have prepared her for technical skills both in hardware and software domains. The time during her college years has led Huan-Chin to creative thinking, problem

learning. Proficient with machine learning technologies, such as TensorFlow, Numpy, etc. Experience Senior engineer • Chicony Electronics Co, Ltd. ．Build an Auto-Encoder AI model for defective detection. ．Build an object detection model for detecting car types. ．Developed a Front-End and Back-End website for data analysis. ．Manage the production process and make it automated production. NovPresent Software engineer • Teco image systems co. ltd ．Developed and maintained MFP driver. MayJul 2016 EducationNational Taiwan Ocean University Computer science and engineering Skills Python C C++ C# Java html + css