Jaehyeon Kim
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Simplify Your Development on AWS With Terraform

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February 6, 202213 min read DevelopmentAWSTerraformVPN

We'll discuss how to set up a development infrastructure on AWS with Terraform. Terraform is used as an effective way of managing resources on AWS. An Aurora PostgreSQL cluster is created in a private subnet and SoftEther VPN is configured to access the database from the developer machine.

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Profile
Jaehyeon Kim
Jaehyeon Kim
Developer Experience at Factor House | Technical Content Creator
Taxonomies
Data Streaming 52 Apache Kafka 38 Data Engineering 26 Development 22 Apache Beam 17 Apache Flink 13 Apache Spark 13 Machine Learning 7
Docker 66 Python 65 Docker Compose 56 Apache Kafka 46 AWS 43 R 36 Apache Flink 31 Amazon MSK 21 Apache Beam 17 Apache Spark 17 Kafka Connect 17 AWS Lambda 15 Terraform 14 Data Build Tool (DBT) 13 Amazon EMR 11 PyFlink 11 Kubernetes 10 Amazon MSK Connect 9 GRPC 7 Amazon Athena 6 Minikube 6 PySpark 6 Amazon DynamoDB 5 Apache Airflow 5 Rserve 5 Visual Studio Code 5 Amazon API Gateway 4 Amazon Managed Flink 4 Amazon Managed Service for Apache Flink 4 Amazon QuickSight 4 Apache Iceberg 4 AWS Glue 4 BigQuery 4 Data Lake 4 FastAPI 4 GCP 4 OpenSearch 4 PostgreSQL 4 Security 4 Shiny 4 ALL 115
Kafka Development With Docker 11 Apache Beam Python Examples 10 Real Time Streaming With Kafka and Flink 7 DBT Pizza Shop Demo 6 Tree Based Methods in R 6 Apache Beam Local Development With Python 5 DBT for Effective Data Transformation on AWS 5 Kafka Connect for AWS Services Integration 5 Serverless Data Product 4 Data Lake Demo Using Change Data Capture 3 Getting Started With Pyflink on AWS 3 Kafka Development on Kubernetes 3 Parallel Processing on Single Machine 3 Realtime Dashboard With FastAPI, Streamlit and Next.js 3 API Development With R 2 DBT Guide for Production 2 Deploy Python Stream Processing App on Kubernetes 2 Integrate Schema Registry With MSK Connect 2 Kafka, Flink and DynamoDB for Real Time Fraud Detection 2 Simplify Streaming Ingestion on AWS 2
2025 5 2024 29 2023 39 2022 15 2021 7 2020 1 2019 5 2018 2 2017 6 2016 6 2015 15 2014 5
Posts
  • featured.png
    Meet the Streamhouse Trio - Paimon, Fluss, and Iceberg for Unified Data Architectures
    May 6, 2025
  • featured.gif
    Run Flink SQL Cookbook in Docker
    April 15, 2025
  • featured.gif
    Realtime Dashboard With FastAPI, Streamlit and Next.js - Part 1 Data Producer
    February 18, 2025
  • featured.png
    Change Data Capture (CDC) Local Development With PostgreSQL, Debezium Server and Pub/Sub Emulator
    November 7, 2024
  • featured.png
    Guide to Running DBT in Production
    September 13, 2024
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    DBT CI/CD Demo With BigQuery and GitHub Actions
    September 5, 2024
  • featured.png
    Cache Data on Apache Beam Pipelines Using a Shared Object
    August 22, 2024
  • featured.png
    Apache Beam Python Examples - Part 1 Calculate K Most Frequent Words and Max Word Length
    July 4, 2024
  • featured.png
    Deploy Python Stream Processing App on Kubernetes - Part 1 PyFlink Application
    May 30, 2024
  • featured.png
    Apache Beam Local Development With Python - Part 1 Pipeline, Notebook, SQL and DataFrame
    March 28, 2024
  • featured.png
    Meet the Streamhouse Trio - Paimon, Fluss, and Iceberg for Unified Data Architectures
    May 6, 2025
  • featured.gif
    Run Flink SQL Cookbook in Docker
    April 15, 2025
  • featured.gif
    Realtime Dashboard With FastAPI, Streamlit and Next.js - Part 3 Next.js Dashboard
    March 4, 2025
  • featured.gif
    Realtime Dashboard With FastAPI, Streamlit and Next.js - Part 2 Streamlit Dashboard
    February 25, 2025
  • featured.gif
    Realtime Dashboard With FastAPI, Streamlit and Next.js - Part 1 Data Producer
    February 18, 2025
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    Apache Beam Python Examples - Part 10 Develop Streaming File Reader Using Splittable DoFn
    December 19, 2024
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    Apache Beam Python Examples - Part 9 Develop Batch File Reader and PiSampler Using Splittable DoFn
    December 5, 2024
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    Apache Beam Python Examples - Part 8 Enhance Sport Activity Tracker With Runner Motivation
    November 21, 2024
  • featured.png
    Change Data Capture (CDC) Local Development With PostgreSQL, Debezium Server and Pub/Sub Emulator
    November 7, 2024
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    Apache Beam Python Examples - Part 7 Separate Droppable Data Into Side Output
    October 24, 2024
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Jaehyeon Kim

Developer Experience at Factor House | Technical Content Creator

Copyright © 2023-2025 Jaehyeon Kim. All Rights Reserved.