AWS Boto for DevOps: why it is needed and how it makes an engineer’s life easier
Feb 13 · 4 min read · In the projects I work on, in addition to my role as an ML engineer, I also have to work as a DevOps engineer. In this context, working with many AWS services, I encountered the problem that not all tasks are convenient to perform using only Terrafor...
Join discussionHow Boto is helping me automate my routine
Jan 31 · 2 min read · If you work with AWS and Python, you have probably at least once encountered repetitive operations in the AWS Management Console, such as uploading files to S3, deploying models, and configuring resources. These are time- and labor-intensive processe...
Join discussion🚀AWS Cloud Automation with Python & Boto3 - Part 3 (Day 10)⚙️
Dec 17, 2025 · 4 min read · Prerequisite • Update the system packages• Install python & pip (If not installed)• Install Required Python Libraries (boto3)• Provide required IAM permissions to the instance Why Above error occurs: Ubuntu 24.04 manages Python system packages via a...
Join discussion
AWS-Terraform Generator Tool
Dec 8, 2025 · 3 min read · Overview This tool generates Terraform configuration files for AWS VPCs by fetching VPC data using Boto3. The generated file can be used to replicate or manage VPC resources through Terraform. It will list AWS resources (VPC, EC2) in a specified regi...
Join discussion
AWS SDK using Python Basics
Dec 8, 2025 · 4 min read · Overview The AWS Software Development Kit (SDK) for Python, commonly known as Boto3, is the primary interface for programmatically interacting with Amazon Web Services. It enables developers and DevOps engineers to automate cloud operations, integrat...
Join discussion
Fetch VPC and EC2 Details
Dec 8, 2025 · 2 min read · Overview In the section we are going to fetch AWS resources details in the region us-east-1 (eg. VPCs and EC2 instances), then save all deatils in JSON or text format. Implemneting Steps Make sure you have the AWS SDK for Python (Boto3) installed. p...
Join discussion
AWS Cost Optimization: Automatización de Elastic IPs No Utilizadas
Dec 2, 2025 · 3 min read · Hoy realizaré mi siguiente proyecto utilizando AWS Lambda con Boto3 en Python para automatizar procesos relacionados con la VPC. En este caso, el objetivo es optimizar los recursos de mi cuenta de AWS, buscando las direcciones IP elásticas (Elastic I...
Join discussion
ETL Serverless con AWS Lambda, S3 y Aurora
Nov 27, 2025 · 6 min read · La empresa X trabaja con archivos de facturación y se solicitó agregar una columna con los valores en USD, ya que los datos originales incluyen pesos mexicanos (MXN) y dólares canadienses (CAD). Para esto, se diseñó una arquitectura donde tenemos: U...
Join discussion
Serverless Data Validation Pipeline con AWS Lambda y S3
Nov 21, 2025 · 9 min read · Siguiendo con el aprendizaje, esta vez utilizaré el servicio S3 como activador de mi función Lambda, ejecutando el siguiente flujo: se cargan archivos CSV con data y, al momento de subirse, se produce un evento “s3:ObjectCreated:PUT”, activando mi fu...
Join discussion