Insights & Learnings
From the Field

Technical deep-dives into cloud infrastructure, DevOps practices, and machine learning — from hands-on experience.

</>
Programming

The Command Executor

Using Python's socket package to build a server where users can execute Linux commands remotely, with client and server sections implemented using IPv4 and TCP protocols.

Aug 19, 2021
PythonNetworkingSockets
Read on Medium
AWS
Cloud

AWS RDS + WordPress + Terraform

Launching an RDS instance in AWS and deploying WordPress on Minikube with AWS RDS, simplifying the setup, operation, and scaling of relational databases.

Dec 16, 2021
AWSRDSTerraform
Read on Medium
AWS
Cloud

AWS Infrastructure as Code (Terraform) - Private & Public Subnet

Creating a VPC with public and private subnets using Terraform, demonstrating Infrastructure as Code to automatically provision and deploy WordPress.

Sep 17, 2020
AWSTerraformVPC
Read on Medium
AWS
Cloud

GCP - Integrating GKE, SQL, and LoadBalancer from Multiple VPCs

Creating links between VPC networks using VPC Peering, setting up a Kubernetes Cluster with a LoadBalancer, and connecting to a SQL server across projects.

Sep 4, 2020
GCPKubernetesSQL
Read on Medium
CI/CD
DevOps

Kubernetes PVC + Prometheus & Grafana

Using Kubernetes Deployments for Prometheus and Grafana with Persistent Volume Claims, ensuring data persistence for logs, plugins, and config files.

Jul 29, 2020
KubernetesPrometheusGrafana
Read on Medium
AWS
Cloud

AWS Infrastructure as Code v2

Exploring AWS Elastic File System (EFS) for shared storage, including mounting folders using mount targets accessible across AZs, regions, and VPCs.

Dec 15, 2021
AWSEFSTerraform
Read on Medium
AWS
Cloud

AWS EKS Integration with EBS, ELB, and EFS

Deploying applications on AWS EKS with EFS and EBS for persistent storage, linking MySQL and front-end containers with an Elastic Load Balancer.

Jul 27, 2020
AWSEKSEBS
Read on Medium
CI/CD
DevOps

Self-Servicing with Jenkins DSL Job (CI/CD)

How developers can write code that launches jobs for deployment using Jenkins DSL seed jobs and Groovy scripts, enabling self-service CI/CD pipelines.

Jun 25, 2020
JenkinsCI/CDGroovy
Read on Medium
CI/CD
DevOps

Container Management with Kubernetes

Managing containers using Kubernetes, covering core concepts such as pods, deployments, services, and orchestration of containerized applications.

Jun 20, 2020
KubernetesContainersDocker
Read on Medium
CI/CD
DevOps

Zero Downtime in Server Update

Achieving zero downtime using the Kubernetes Deployment resource with the Ramped strategy, updating pods by replacing them one after another.

Jun 20, 2020
KubernetesZero DowntimeDeployments
Read on Medium
AWS
Cloud

AWS Infrastructure as Code

Using Terraform, GitHub, and Jenkins for Infrastructure as Code - enabling development, deployment, and scaling of cloud applications with speed and reduced risk.

Dec 14, 2021
AWSTerraformJenkins
Read on Medium
ML
Machine Learning

MLOps: Machine Learning and DevOps

Exploring the intersection of machine learning and DevOps, covering how to streamline the end-to-end process of developing, deploying, and maintaining ML models.

Jun 1, 2020
MLOpsMachine LearningDevOps
Read on Medium
ML
Machine Learning

Face Recognition with Transfer Learning & MobileNet

Face recognition using transfer learning with MobileNet, a low-latency, low-power model designed for resource-constrained environments.

May 20, 2020
CNNTransfer LearningMobileNet
Read on Medium
CI/CD
DevOps

A Feel of DevOps (CI/CD)

Pipeline creation and visualization in Jenkins - a series of automated processes enabling teams to constantly compile, build, test, and deploy code.

Dec 14, 2021
JenkinsCI/CDPipelines
Read on Medium
CI/CD
DevOps

A Taste of DevOps with Jenkins

Building customized Docker containers using Dockerfiles and creating pipelines with the build pipeline plugin in Jenkins for continuous integration.

May 15, 2020
JenkinsDockerCI/CD
Read on Medium