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samreensabasyeda/README.md

🚀 KalamOps

"Dreams transform into thoughts and thoughts result in action — with automation, intelligence, and innovation."
— Inspired by Dr. A.P.J. Abdul Kalam

Welcome to KalamOps, a cutting-edge DevOps & MLOps Engineering repository dedicated to building intelligent, automated, scalable, and resilient infrastructures. This repo focuses on CI/CD pipelines, cloud-native deployments, containerization, infrastructure as code, and MLOps workflows using modern DevOps and machine learning operations practices.

🧠 MLOps

KalamOps places a strong emphasis on MLOps — combining data science with DevOps. Key tools:

DVC Feast Airflow MLflow

☁️ Cloud & Infrastructure

AWS

Terraform

Ansible

🐳 Containers & Orchestration

Docker

Kubernetes

🔁 CI/CD & Automation

GitHub Actions

Jenkins

Shell Script

📌 Tech Stack Overview

🧠 MLOps Tools

  • DVC
  • Feast (Feature Store)
  • Airflow
  • MLflow

☁️ Cloud & IaC

  • AWS
  • Terraform, Ansible

🐳 Containers & Orchestration

  • Docker, Kubernetes

🔁 CI/CD

  • Jenkins, GitHub Actions
  • Bash/Shell scripting

🔥 Key Features

  • ✅ Automated CI/CD Pipelines
  • ✅ MLOps Workflow Pipelines
  • ✅ Scalable Cloud Infrastructure
  • ✅ Efficient Infrastructure as Code
  • ✅ Secure Containerized Deployments
  • ✅ Monitoring & Logging (Prometheus + Grafana)

📈 GitHub Stats

GitHub Stats

📊 Top Tools Used

Top Languages

DevOps GIF

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