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

陳冠廷 Nero Chen Majoring in AIoT and data science, I am taught to grow into a person with positive attitude and willing to learn and progress. Being an active, creative and innovative member in a team, I can always provide different ideas through brainstorming. With numerous experiences and a great ability to deal with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity.I am willing to share my new knowledge with more people .Co-work and grow together with others, that is my goal in

MongoDB Google Cloud Dataflow Airflow | GCP Composer Quality, Testing Junits Cucumber Sonar Jmeter Veracode Scan Tools Jira Scrum Kanban Git Eclipse | InteliJ Maven | Gradle Team Lead Code Review Peer Programming Growth Discussion New Technology Sessions Stories Grooming Work Experience Manager Technology • Publicis Sapient | MayPresent Banking Project : Migration to Google Cloud | Data Science Platform. Roles & Responsibility: Project Manager, People Growth, End to End Delivery Ownership. Requirement gathering, Stories Grooming, high level module design, data model design discussion & closure. Involved in an environment set up on Google cloud platform. Microservice Template Creation CI/CD Pipeline setup SRE