Science

Many great blogs give a general overview of how to apply Machine Learning (ML) to satellite images. But none of these prepared me for all the steps you need to climb to design ML for satellite data. So, in this blog, I share some challenges you can expect when working with satellite images as an ML engineer.

We need to simplify our message to help people understand our research. Here are some tips on how to communicate complex science.

In this blog, I go in-depth on defining splits for ML4EO datasets.

Outlining feels useless because I can't stick to it anyways. I learned there is a word for my kind of people, and that's intuitive writers. Here I write about how I found a way to write complex texts without outlining.

I start the second half of my PhD with a research visit to Italy. I'm just as excited about this visit as about the rest of my PhD.

Making ML-ready datasets for Earth Observation is tricky. Here are some tools to help you get started.

I was a tour guide for three years during my bachelor's. I never thought about concrete skills I learned beyond the vague 'gaining public speaking experience.', but now I understand the valuable skills it taught me that improved my confidence as a speaker

Reviewing projects is a small habit that has helped me feel better and let go. In this blog, I explain what I like about it and how I do it.

I've read productivity books and watched videos so you don't have to. Most focus on the same thing: you need to write down your thoughts for a few minutes before you act. In this blog, I explain this strategy and share how it has helped me make better decisions.