Author: Indira Nellutla

Recently, as part of an automated test, we needed to SSH into a server, toggle a service and then check the response on a web application. We used the Python…

Read More SSH using Python Paramiko

automation Paramiko python SSH

We recently discovered the concept of Natural Language Generation. It felt like a nice challenge for testing. We researched around and found that there were not many guides on how…

Read More Testing an NLG application

Natural Language Generation Summarization

Docker Google Container Engine kubernetes minikube

Recently, I started my first experiments with Kubernetes, Google’s open-source orchestration platform for Linux Containers. As containers have become more important to businesses, it has become necessary to create a…

Read More Getting started with Kubernetes

Docker kubernetes minikube

automation Data scraping Extracting data Machine Learning

Data Versioning Machine Learning quilt

We have been testing data-rich applications for a long time. And like any experienced tester, we realize how difficult it is to create, maintain and update data every time the…

Read More Quilt – a Data Package Manager

Data Versioning Extracting data Machine Learning python quilt

Data visualization Jupyter Notebooks Machine Learning python

When testing highly data dependent products, I find it very useful to use data published by governments. When government organizations publish data online, barring a few notable exceptions, it usually…

Read More Extracting data from PDFs using Python

Data scraping Extracting data Machine Learning

At a recent client engagement, my colleague had to create some location data for testing one of the client application. The data creation involved multiple steps like downloading some data…

Read More Data Generation using Mockaroo

Data Sources Machine Learning Mockaroo Dataset