AWS SAA Supplemental Study Notes vol.4
Foundational knowledge filled in while studying for the AWS SAA exam, covering Control Tower, Config, Outposts, Elastic Beanstalk, Transfer Family, and DataSync.
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AWS · GCP · Terraform (IaC) · GitHub Actions (CI/CD)
MurphyLin
DevOps Engineer | GCP & AWS Solutions Architect | Full-Stack Developer
Mandarin NativeEnglish ProficientVietnamese IntermediateJapanese Intermediate
With years of experience in full-stack and mobile development, I am now focused on DevOps and cloud-native architecture.
Featured Work
All projects →End-to-End Cloud-Native Full-Stack Platform
Led the build of a cloud-native system ingesting high-frequency data from iOS, Android, and Edge Devices. Pure Serverless for scale, full CI/CD for delivery.
AI Training Data Pipeline & Automated Scraping
Compliant data collection, BeautifulSoup + RegEx parsing, and deploying a PyTorch Lite model on iOS via Objective-C — full pipeline from raw data to on-device inference.
Multi-Cloud Microservices & DevOps Automation
Terraform manages AWS + GCP together. CI/CD decoupled for Keyless Auth. Workload Identity Federation solves cross-cloud image pulls from ECR to GKE.
All Posts
View all posts →AWS SAA Supplemental Study Notes vol.3
Foundational knowledge filled in while studying for the AWS SAA exam, covering ACM, Secrets Manager, CloudHSM, and Firewall Manager.
Auto-Triggering Cloudflare Pages Rebuilds with Directus Flow
Using Directus Flows to connect a Cloudflare Deploy Hook, so that adding or updating an article automatically triggers a static site rebuild.
Nuxt 3 + Directus: Cloudflare Pages Environment Variable Pitfalls
A record of debugging why Directus data wasn't displaying after deploying a Nuxt 3 project to Cloudflare Pages, covering environment variable naming, Terraform configuration, and static generation considerations.
Tech Stack
Cloud and Infrastructure
CI/CD and Automation
Backend and Frameworks
Databases and Storage
AI and Frontend
Mobile Development