An End-to-End ML at Edge Pipeline for Target Detection in Hydroacoustic Data
A detailed outline of how we implemented an Edge‑to‑Cloud ML-based pipeline where we trained and deployed a model for semantic segmentation of echograms.
Andrei Rusu
16 posts
Build a Geospatial Data Platform on AWS with Nomad and Open-source Services
Reference architecture for an AWS hosted geospatial platform built entirely from open‑source components, to align with digital sovereignty principles of the European Commission.
Cloud‑Native Pipelines for Scientific Data Processing with Prefect and Dask
Introduction The aim of this article is to provide an extended tutorial on the open-source libraries that we use to build the...
Integrating LetsEncrypt with Azure Kubernetes Service (AKS) for free TLS certificates
This tutorial goes through the steps of deploying and configuring a new Azure Kubernetes (AKS) cluster and then use the cert-manager resource to automatically generate and renew TLS certificates using Let’s Encrypt.
Using the OpenAI platform to analyse automated test failures
A look at how to develop a Nightwatch.js plugin which sends the test failure and associated errors to a service which integrates with the OpenAI platform to analyse the errors and get some actionable feedback