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2025

Hands-On Gitlab CI/CD

Hi there! Today, I will demonstrate a hands-on implementation of GitLab CI/CD. This might be a bit overkill as I will also install a GitLab server. First, i will to install self-hosted gitlab server. Second, i will create simple fastapi-app and that deployed instance here. All instances will be deployed on GCP and will be managed using Terraform. Last, i will create CI/CD pipeline to deploy fastapi-app to GCP using gitlab ci/cd.

Hands-on with Jenkins

Hi!

Today i will hands-on jenkins from installation using terraform to implementation create one job. I will show how to install Jenkins on GCP using Terraform and create a simple job. This post is part of my DevOps learning journey. I will share my experience and knowledge about DevOps tools and practices. ✊ 😃

Optimizing Satellite Maps: Efficiently Rendering 700K++ Object Polygons and Their Attributes

Introduction

As an AI Engineer, I worked on object instance segmentation for satellite imagery and generating 700,000 polygons stored in PostgreSQL with PostGIS. The final challenge came when our team was tasked with building a simple website to display these 700K polygons, complete with details like names and areas, based on six months of data collected by the Computer Vision model we’d been using.