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Hi there šŸ‘‹ I'm Caroline Arnold

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  • šŸ”­ Iā€™m currently working as a Helmholtz AI Consultant for Earth and Environment at the German Climate Computing Center in Hamburg, Germany
  • šŸŒ± Iā€™m developing machine learning algorithms and data science workflows for researchers
  • šŸ‘Æ Our group publishes tools and courses at https://github.com/DKRZ-AIM
  • šŸ’¬ I'm interested in teaching (scientific) software development, data science, and machine learning
  • šŸ“« How to reach me: [email protected]

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Caroline Arnold's Projects

ai4eo-challenge-slovenia icon ai4eo-challenge-slovenia

AI4EO challenge: Use Sentinel-2 satellite images to classify cultivated land in Slovenia with increased spatial resolution. Team: EagleEyes

ai4foodsecurity icon ai4foodsecurity

AI4FoodSecurity Challenge: Identify crops within season and in the next season, using Planet, Sentinel-1, and Sentinel-2 satellite imagery.

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

d4g-tutorial icon d4g-tutorial

Machine learning tutorial for remote sensing scientists. We follow the lifecycle of a machine learning project with the example of predicting wind speed from CyGNSS data. Developed for the D4G Remote Sensing Workshop, GFZ, Potsdam, June 2022.

ocean-boundaries icon ocean-boundaries

A repository containing various tools to analyze and process ocean data, including Jupyter Notebooks

quicksetup-ai icon quicksetup-ai

A flexible template, as a quick setup for deep learning projects in pytorch-lightning

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