I am a second year ETH AI Center Doctoral fellow, supervised by Prof. Konrad Schindler (ETH, PRS) and Prof. Jan Dirk Wegner (UZH, Ecovision). My research lies at the frontier of computer vision and remote sensing to solve scientific questions in the environmental sciences. In particular, my current work focuses on high-resolution global mapping of above-ground biomass.
I am also the co-founder and an active member of the AI + Environment Summit, a non-profit that organizes the eponymous event. The next iteration of the summit will take place on October 1st, so mark your calendars!
I did my MSc at ETH Zurich, and my undergrad at École Polytechnique (Paris).
📝 publications
🔥 news
| April 2025 | Invited for a talk for the RISE Institute Learning Machines seminar series. You can catch me (online) on May 8th, at 15:00 CET. |
| April 2025 | Our work was selected for a poster presentation at the upcoming Women in Data Science conference in Zurich! |
| April 2025 | @ ISPRS GSW25 for an Oral Presentation of our AGBD paper — you can catch me at the Smart Forests and Agriculture workshop. |
| March 2025 | Our work was selected for a poster presentation at the upcoming Living Planet Symposium — see you in Vienna! |
| February 2025 | The AGBD dataset was featured in the Climate Change AI newsletter! |
| January 2025 | My first publication was accepted to the ISPRS Geospatial Week 2025! |
| January 2025 | Giving a tutorial on Generalization in ML for the eval.science Primer series |
| October 2024 | Organizing the AI + Environment Summit |
| September 2024 | @ ECCV |
| May 2024 | Organizing the AI + Environment Hackathon |
| November 2023 | Organizing the AI + Environment Summit |
| September 2023 | Starting my PhD at ETH! |
👩🎓 supervision
- Chunyang Gao and Dominik Senti (MSc Semester Project), ICESat-2 spaceborne LiDAR as complementary data source for biomass mapping (2024)
- Noah Kreyenkamp (BSc Thesis), Developing a Data Pipeline for Global-Scale Biomass Mapping (2024)
- Nial Perry (MSc Thesis), Optimizing Biomass Insights: A Multi-Armed Bandit Approach to Coreset Selection (2024)
- Guenole Joubioux (MSc Semester Project) and Angelika Nogueira (BSc Thesis) and Joel Reimann (BSc Thesis), Benchmarking of Earth Observation Foundation Models for Above-Ground Biomass Estimation (in progress) (2025)
🔗 links
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