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Integrating TestNG and Appium for mobile app test automation
05 Mar 2020

For mobile healthcare applications with many connected devices, complex database migration projects, and huge enterprise-level desktop multiplatform products, a solid DevOps environment is critical. In this blog, we’ll show how we used the TestNG and Appium frameworks for mobile app test automation using a CI/CD pipeline. We’ll also look at how we used AWS CloudFormation and PowerShell to deploy the test environment as well. The result was a 3.6 times reduction in testing person-hours and a reduction of the full-regression test cycle time by 25%. Long release cycles crippled innovation Initially, our client had a cross-platform a...

Integrating machine learning into ETL processing for data cleansing
03 Mar 2020

We have all heard the phrase, garbage in, garbage out (GIGO). For a data brokerage company trying to optimize the supply chain between durable goods manufacturers, parts suppliers, and repair shops, GIGO could spell disaster. In this post, we’ll show how we helped one of our customers integrate machine learning with neural networks into their Extract, Transform, and Load (ETL) process to fill in the gaps for data cleansing. Using Google Search for gathering missing data doesn’t scale Our customer owned an extensive amount of data. The main challenge was to aggregate data from different sources. Due to human input factors, the repo...