---
title: "Discussion on \"Code to Cloud: Deploying a Full-Stack App with Docker, Terraform & CI/CD\" | Hashnode"
description: "Discussion on \"Code to Cloud: Deploying a Full-Stack App with Docker, Terraform & CI/CD\". # From Code to Cloud: Deploying a Full-Stack App with Docker, Terraform & CI/CD\n\nBuilding applications is one thing.  \n**Deploying them reliably in production is a completely different game.**\n\nIn this blog, I’ll walk through how I built and deployed..."
url: "https://hashnode.com/posts/code-to-cloud-deploying-a-full-stack-app-with-docker-terraform-and-cicd/69765cda410e4ae48d180008"
---

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# [Code to Cloud: Deploying a Full-Stack App with Docker, Terraform & CI/CD](https://krish27.hashnode.dev/code-to-cloud-deploying-a-full-stack-app-with-docker-terraform-and-cicd?utm_source=hashnode&utm_medium=feed)

\# From Code to Cloud: Deploying a Full-Stack App with Docker, Terraform & CI/CD Building applications is one thing. \*\*Deploying them reliably in production is a completely different game.\*\* In this blog, I’ll walk through how I built and deployed...

Jan 25 · 4 min read · krish27.hashnode.dev  
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-   [#ec2](https://hashnode.com/tag/ec2)
-   [#docker](https://hashnode.com/tag/docker)
-   [#devops](https://hashnode.com/tag/devops)
-   [#ssh](https://hashnode.com/tag/ssh)
-   [#docker-compose](https://hashnode.com/tag/docker-compose)
-   [#cicd-cjy1vtdk2005kjjs17n8couc3](https://hashnode.com/tag/cicd-cjy1vtdk2005kjjs17n8couc3)
-   [#aws](https://hashnode.com/tag/aws)
-   [#terraform](https://hashnode.com/tag/terraform)

## Written by

[Krishnat Ramchandra Hogale](https://hashnode.com/@krish27)

@krish27 · Pune

  
[View profile](https://hashnode.com/@krish27)

DevOps and Automation Engineer

I am an Information Technology Analyst at NTT DATA North America, where I specialize in DevOps, automation testing, and cloud-native deployments. Over the past 3 years, I’ve built CI/CD pipelines, test automation frameworks, and Generative AI solutions that help organizations streamline their workflows and improve efficiency. My Background - I studied at the Indian Institute of Technology, Patna. - Since July 2022, I’ve been contributing to projects at NTT DATA North America. My Skills - Automation Testing: REST API and UI automation using Java, Selenium, REST Assured, TestNG. - DevOps Tools: GitHub Actions, Jenkins, Docker, Terraform, Kubernetes, Azure DevOps, AWS. - Programming: Proficient in Python and Java. - Cloud & Microservices: Deploying Python-based applications on AWS EC2, integrating with MySQL and OpenAI APIs. - Monitoring & Performance: Experienced with Datadog, Grafana, JMeter, Gatling. My Achievements - Improved test efficiency by 40% through automation frameworks. - Led Generative AI initiatives, including prompt engineering, LangChain workflows, and retrieval-augmented generation (RAG) systems. - Enhanced application performance by 10% through API call caching and load testing. My Professional Presence I am active on LinkedIn, where I have over 4,000 followers and 500+ connections

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