Blog Posts

I blog about anything related to my research that lives rent-free in my brain. My goal is to help researchers, students and practitioners improve their skills in (Auto)ML, EO, and academic skills like scientific- and science communication.

Soon, I plan to make a Substack newsletter where I'll comment on news and papers related to ML4EO. Stay tuned!

For news related to my research group, check out my posts on the ADA research group website [Target audience: related researchers].

Total: 42 Posts

Introduction to satellite data for Machine Learning and GeoAI

February 28, 2025

Where to find ML4EO and GeoAI papers

February 11, 2025

Image of me presenting at the ESA Phi-Lab.

Image of me presenting at the ESA Phi-Lab.

Avoid these mistakes when presenting in your master's

January 17, 2025

9 tips for data version control in large projects

January 4, 2025

What I learned about ML4EO in my PhD

December 28, 2024

How to learn ML4EO pipeline design

December 28, 2024

Image with the title and three gaussians with different standard deviations in the background.

Image with the title and three gaussians with different standard deviations in the background.

An introduction to variance reduction in ML

December 20, 2024

Venn diagram of the intersection of Obsidian and Zotero for paper management. Obsidian on the left with learning, organising, finding and zotero on the right with saving, reading and annotating

Venn diagram of the intersection of Obsidian and Zotero for paper management. Obsidian on the left with learning, organising, finding and zotero on the right with saving, reading and annotating

My paper management system with Obsidian and Zotero

December 9, 2024

Title image: a rectangle with the title Reading group: data-centric ML4EO and around it icons for data, a neural network and a satellite orbiting Earth.

Title image: a rectangle with the title Reading group: data-centric ML4EO and around it icons for data, a neural network and a satellite orbiting Earth.

Data-centric ML for Earth Observation

December 2, 2024

AMREF representatives, some members of the Space4Good team and me at the Space4Good office.

My first freelance ML4EO project

November 23, 2024

Title image showing the title: AutoSR4EO- my first ML4EO project, with the subtitle How to make ML4EO pipelines part 2. The image shows a small satellite image with an arrow pointing to a larger image, symbolising super-resolution.

Title image showing the title: AutoSR4EO- my first ML4EO project, with the subtitle How to make ML4EO pipelines part 2. The image shows a small satellite image with an arrow pointing to a larger image, symbolising super-resolution.

AutoSR4EO: My first ML4EO project

November 17, 2024

Title image showing an ML4EO background at low transparency in the background, with overlaid an illustration of a satellite orbiting earth and a neural network. the title is How to design ML4EO pipelines: a 5-part mini series by Julia Wasala.

Title image showing an ML4EO background at low transparency in the background, with overlaid an illustration of a satellite orbiting earth and a neural network. the title is How to design ML4EO pipelines: a 5-part mini series by Julia Wasala.

How to design ML4EO pipelines (Part 1)

November 10, 2024