Automating Network Anomaly Detection with AI: Simplifying RF Engineering
I often get messages that go something like this:”It looks like there was a throughput degradation last [insert day] in this area—can you check what happened?” As someone focused on optimization, I usually know when a test didn’t go as planned. But when it comes to issues outside my immediate area of work, it’s challenging…
Why you should use Machine Learning for network optimization (and everything else)
Long, long ago, in the beginnings of telecom (if you count the “G’s”, maybe in 1G or 2G) we calculate the required network capacity for an specific traffic growth with an erlang table. If you know what is that, chances are that you are as old as me. If you have no idea, better not…
Automating PowerPoint reports with Python
There are few things I hate more than doing the same thing over and over again. I manage to automate most of this things, but when it came to reports I got to a dead end… till now. In this post I’ll show you how to create PowerPoint presentations directly from Python and end with…
Thank You!!
It has been more than 3 years since this project started. I have to say that it was not easy, but as everything that you are consistent, on the long run it brings great things. Thanks to all humans and AI’s that has read my post looking for answers and information. I will soon get…
Creating Cells in QGIS
Although this post is intended for RF engineers, I think that the information I’ll share here is useful for anyone that needs to show data points on QGIS. I’ll show two different ways on how to perform this task. Both work well, but the second one leave the door open to automation and a lot…
Managing TAC/LAC/RAC on QGIS
If you are an RF engineer, you might has come to a moment that you need to check the distribution of the Tracking, Routing or Location Areas. This post can help you do that in QGIS, and you will notice that is not difficult at all. Creating areas based on points The scenario is the…
Linking Excel data to QGIS
I did the transition from Mapinfo to QGIS some time ago. And as any tool you are new to, some things are intuitive but other not much. The problem I had was that I need a thematic map to be updated every day. Of course I can upload a new table each day, but no…
Radio Frequency Optimization Notes: Essential Tips for Network Performance 