Provision Amazon SageMaker Studio using AWS CDK

Feb 2, 2023

In this post, we will look at how to automate this process and provision Amazon SageMaker Studio resources using AWS Cloud Development Kit.

An introduction to MLOps maturity level

Jul 17, 2022

MLOps is a Machine Learning(ML) engineering culture and practice that aims to unify ML system development (Dev) and ML system operations(Ops). It’s the application of DevOps practice in machine learning field. In this article, we will look at the different maturity levels of MLOps pipeline and what to do to get to each level.

Improve ML model performance using Tensorflow Serving

Nov 16, 2021

In this article, we will look at how to improve ML model performance by using a high-performance serving system - Tensorflow Serving.

Use platform_config_file to configure Tensorflow session in Tensorflow Serving

Jun 30, 2021

In this article, we looked at how to use platform_config_file to configure Tensorflow runtime session in Tensorflow Serving.

Serving multiple large ML models on multiple GPUs with Tensorflow Serving

May 15, 2021

In this article, we will discuss how to serve multiple large ML models on multiple GPUs with Tensorflow Serving on a multi-GPU machine.

Say Goodbye to HTTP

May 12, 2021

When I created this personal website back in 2018, it was supposed to be my small pet project to learn React and use it in a real life example. That mission was of course accomplished. A quick and simple React app with only static text and pages was created and ...

3 Ways to Find Element Selector for iOS App with Appium

May 17, 2020

Finding an element using selector on an IOS mobile app is the prerequisite before we can interact with the element in our automated mobile UI tests. However, due to how app content is rendered in a native iOS app, the selector we can use to locate an app element is ...

Automated UI Testing for iOS app - with Appium, Java and TestNG

Apr 5, 2020

Writing automated UI tests is a great and efficient way to test and ensure the quality of your mobile app. In this tutorial, we will create basic automated UI tests to run against an iOS app on iOS simulator, using Appium, Java and TestNG.