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Google Cloud Professional Machine Learning Engineer

Google

Google Cloud Professional Cloud Architect

I have over 6 years of experience in software development. As a software developer, I mainly developed web applications using Python (Flask, Django, MySQL, SQLite), ASP.NET Web Forms (MS SQL), ASP.NET MVC (MS SQL), Plotly.js, and D3.js.

Currently, I serve as a Solutions Architect with a wealth of experience, my passion lies in assisting clients in their cloud migration journey. With proficiency in Google Cloud, Hybrid Cloud, k8s, and Apigee, I possess the expertise to design and plan network infrastructure, migrate on-premise applications and machines, and build secure cloud services.

What drives me is the joy of helping clients leverage cloud services to achieve their business goals. Whether it is through the implementation of Anthos, a k8s-based containerized management platform on Google Cloud, or the deployment of serverless and SaaS services like Cloud Function, Cloud Run, and Apigee, I am always committed to delivering sustainable solutions.

National Taiwan University

Solutions Architect - Hybrid Cloud | Google Cloud Certified Architect/Machine Learning Engineer

陳伯維

iKala

Technical Account Manager Lead

1. FinOps and Cloud Cost Optimization
Led the transformation of VM architectures to Managed Instance Groups, achieving a 30% reduction in cloud spend.Implemented containerization and auto-scaling strategies, resulting in 50% off-peak cost savings.

2. Secure Cloud Landing Zone Deployment
Designed and implemented secure cloud landing zones, enhancing access control and network architecture, resulting in a 80% increase in security compliance. Utilized cloud-native tools for vulnerability scanning, securing a full-scale migration of over 75% on-premises workloads to the cloud.

3. Hybrid Cloud Solutions for Manufacturing Sector
Developed and rolled out hybrid cloud strategies for top 10 manufacturing clients in Taiwan, integrating GCP's Vertex AI or other cloud’s AI tools to enhance their data/AI capabilities, resulting in a 50% in their operational efficiency.

4. Innovative Cloud Service Development
Directed the TAM team in enriching cloud services, successfully integrating advanced ML into our data warehouse solutions, boosting client data processing efficiency by 75% and enhancing service value.

1. Partnered with Taiwan's top three banks to architect and design a data middle platform, significantly accelerating their digital banking transformation. This process involved close client collaboration to ensure alignment with their strategic goals, demonstrating both technical and consultative skills.

2. Engineered a robust data middle platform leveraging microservices architecture and Anthos (k8s), enhancing platform availability and maintainability. This implementation reflects a deep understanding of modern containerization technologies, which is highly relevant for Microsoft’s cloud-focused architecture roles.

3. Orchestrated the data middle platform’s API architecture, utilizing Python for streamlined and efficient development. Achieved 100% automation of internal resources, showcasing advanced skills in automation and API development.

Solutions Architect

1. Assist in understanding and planning the customer's requirements and architecture for public cloud from a technical perspective.
2. Build architecture diagrams using GCP's service components.
3. Assist customers to design on GCP platform such as network, security, load balancing, VM, and perform PoC to verify the feasibility (GXLB, VPC, GCE, GKE, MIG, Cloud VPN/Interconnect).
4. Cloud logging and monitoring design.
5. Hybrid cloud solutions and Apigee X/Hybrid introduction.

CloudMile 萬里雲

Project developments by using multiple GCP services to help customers to reach nearly 100% automation in their industry.

Back-end Developer

Experience in developing web crawlers and automated web content retrieval systems:
-Use Python 3.7, Flask, SQLite to assist our central health unit to develop a system for filtering, sorting, and real-time data analysis of cosmetic and pharmaceutical advertising violations.
-Collaborate with git.
-This system significantly reduces the time for customers to retrieve web pages manually, and introduces text exploration modules such as SVM, Word2Vec, WordCloud, etc. for customers to make decisions.

Food safety real-time monitoring system development:
-System analysis (requirement confirmation, technical feasibility assessment, database analysis) and functional prototype development according to customer requirements.
-Collaborate with TortoiseSVN.
-Developed real-time monitoring system using ASP.NET MVC, and controlled functional privileges for more than 5 different status users.
-The system has helped reduce the incidence of food poisoning by 83% in the client's premises and management area compared to 2019.

Develop data exchange API services:
-Use ASP.NET MVC Web API framework to develop web service and automatically update to the database.

睿擎科技股份有限公司

Software Engineer

協助客戶導入文字探勘技術：
–如協助我國中央或地方衛政單位執行智慧醫療衛生健康產業之資料分析。
–使用Python 3.7的文字探勘模組如WordCloud、Word2Vec進行輿情分析，協助客戶決策。
Assist customers in importing text mining technology:
-For example, assisting our central or local health administration units to execute data analysis for the intelligent medical health industry.
-Use text mining modules in Python 3.7 such as WordCloud and Word2Vec to conduct public opinion analysis and assist clients in decision making.

規劃、開發課程審查系統：
–使用ASP.NET Web Forms技術框架協助我國規模最大的長照協會開發長期照顧服務人員繼續教育積分審查系統
–該系統協助協會省去90％的課程紙本申請與人工審查時間，大幅提升協會人員的行政效率。
Plan and develop course review system.
-Use ASP.NET Web Forms technology framework to assist the largest long term care association in Taiwan to develop a continuing education points review system for long term care providers.
-The system helps the association to save 90% of the time for paper application and manual review of courses, which greatly improves the administrative efficiency of the association staff.

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