TECH WRITING
Engineering Notes & Blog
Thoughts, build logs, and technical notes from my backend, cloud, DevOps, AI, and system design learning journey.
MLOps / DevOps
10 Feb 20265 min read
MLOps Essentials: Containerizing Deep Learning Models with Docker
A practical note on packaging computer vision models like YOLO and MiDaS using Docker and CI/CD-friendly workflows.
DockerMLOpsYOLOMiDaSGitHub Actions
Read ArticleCloud Operations
05 Feb 20267 min read
Scaling Backend Infrastructure on AWS: From EC2 to VPC Security
Lessons learned while setting up secure and scalable AWS infrastructure for production-style backend systems.
AWSEC2VPCSecurityBackend
Read ArticleCloud / DevOps
16 Feb 20268 min read
Deploying a Backend with ECS Fargate, ALB, ECR, and GitHub Actions
A build log from deploying a real backend using Docker, Amazon ECS Fargate, ECR, Application Load Balancer, ACM, SSM, and GitHub Actions.
AWS ECSDockerECRALBCI/CDTerraform
Read ArticlePython Internals
18 Feb 20266 min read
Building an ORM from Scratch in Python
What I learned about descriptors, metaclasses, model fields, SQLite, and query abstraction by building a minimal ORM.
PythonSQLiteORMDescriptorsMetaclasses
Read ArticleGo Backend
20 Feb 20265 min read
Building a Banking API with Go
Notes from building a Go backend with middleware, config, PostgreSQL repositories, migrations, safe transactions, auth, and account ownership.
GoPostgreSQLREST APIJWTTransactions
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