PredictionIO is an open source machine learning server built upon the open source stack, for developers and data scientists to create predictive engines for any machine learning task. PredictionIO has a plethora of benefits, to name a few:

  • Dynamic queries in realtime
  • Ability to run multiple engine variants systematically
  • Quick to deploy (supposedly)
  • Simplified data infrastructure management

I could go on and on, but then again there’s a lot more we are yet to cover. A deep dive of the benefits can be found on predictionIO.


Docker is a tool designed to benefit both developers and system administrators, making…

Graphic Design is what most people think of when they think of design because it’s the easiest to observe. Graphic designers pick colors, choose images, design logos, and do other very visual tasks. This type of design is similar to what most people would consider “art”. If graphic design is art, then user interface(UI) design is science. UI designers figure out how software and users interact with each other. When you submit a form, what happens? How are users notified of errors? Does the form go to a new page, or submit while staying on the current page?

Anyway, the…


I honestly don’t know where to start but anyways I’m Apiut Toel from Nairobi Kenya. A designer and Django and Reactjs developer, I also uncover problems and solve them. In short, I create bolder online experiences.

In this blog we are going to talk about some of the articles that I’ll write about this year. These blogs will be technical and we will focus on integrating micro services to Django application and Reactjs basics and tricks. Some of the the technologies we will be exploring are:

  • Minio
  • RabbitMQ
  • Emails in Django
  • Celebry
  • ElasticSearch
  • JWT
  • Django RestFramework
  • KeyCloak

Apiut Toel

I create bolder online experiences.

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