discussion / Early Career  / 3 January 2024

Looking for a Supervisor/Research Group - ML-driven Marine Biomonitoring

Hi everyone, 
I am a final year MEng Computing student at Imperial College London interested in improving marine biodiversity monitoring with machine learning.

I have previously used Transformers (the ML powering tools like ChatGPT) to improve Metagenomics accuracy to assess plankton biodiversity and I am currently using Computer Vision to develop an automatic shark classifier from underwater videos (BRUVs).

I am interested doing a PhD to develop a transdisciplinar marine biodiversity monitoring approach with the goal of achieving scalable, cheap and accurate metrics. I would be interested in trying to combine technologies such as CV, eDNA, Bioacoustics and traditional methods to find the best combination.

I would also be interested in testing these technologies in Marine Protected Areas, especially in developing countries that might not afford more traditional approaches. I have experience developing technologies in the real world gained from working at Palantir Technologies as a Forward Deployed Software Engineer, and I believe conservation would benefit from their deployment-first approach.

Do you know any researcher or research group doing someting similar? 

 

Thank you so much for your help! I have also attached my CV for reference.




Hi Filippo, 

Nice to read your message. Have you thought of contacting anyone in the Bioscience department at UCL? In our group "the People and Nature Lab", a few PhD students (Ben and Jason) are working on ML methods for coral reef monitoring. Might be interesting to reach out to them. List of People at CBER.

Best, Aude