Hello neighbor and welcome to my turf

I'm a geoscientist by training and also passionate about Python and Data Science. I study and teach vegetation dynamics, soil-vegetation-climate interactions, and data analytics. In addition, I build environmental models and work extensively with geodata and satellite images. I also explore Machine Learning and Deep Learning developments and built data processing solutions. On this page I write about projects and stuff I come across. If you are interested in what I'm doing feel free to contact me.

Recent Posts

Deployment for cheapskates

4 minute read

A short rundown of how to use Dokku to deploy web apps and machine learning models on your own system. Get your very own PaaS system on the cheap by using op...

Guitar classification revisited

8 minute read

A step-by-step description of how to use the new fastai v1 deep learning toolbox to build a state-of-the-art image classifier for your classification goal wi...

Build your image dataset faster

2 minute read

So you want to build your own image dataset to train a fancy deep learning model? This small tool helps to make generating custom image datasets for building...

AxeNet - Guitar Classifier App

less than 1 minute read

A web application that allows you to classify a guitar image. Using transfer learning, fast.ai and the image downloader fastclass.