CV
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Basics
| Name | Lorène Jeantet |
| Label | Computer Scientist for Wildlife Monitoring |
| lorene@aims.ac.za | |
| Summary | I am a data scientist with a broad interest in remote monitoring of wildlife (acoustic, imaging, accelerometer). Specialized in signal processing, I developed a method to automatically identify behavior of sea turtle from bio-loggers based on deep learning. I am convinced that mathematics and new technologies are valuable tools to improve our knowledge on biodiversity and thus better protect it. |
Work
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2022.04 - 2026.03 Postdoctoral Research Fellow in Machine Learning for Ecology
African Institute for Mathematical Sciences - AIMS South Africa
My research focuses on developing user-friendly tools powered by deep learning, with the primary goal of supporting wildlife monitoring and streamlining data processing in ecological research
- biologging
- bioacoustics
Education
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2018 - 2021 Strasbourg, France
PhD
DEPE‑IPHC ‑ Centre National de la Recherche Scientifique
Title : Automatic identification of behaviors from bio-loggers: a solution to improve knowledge on sea turtle ecology?
PI: Dr. Damien Chevallier
Behavioral Ecology
- sea turtle behavior
- deep learning
- biologging
- conservation
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2013 - 2016 Toulouse, France
Awards
- 2022
Thesis Prize Prix Albert Schweitzer
Chapitre de St-Thomas
As part of its policy to support academic research, the CHAPITRE de SAINT-THOMAS established university awards in 2005.
- 2021
Thesis Prize of the Société de Biologie de Strasbourg
Société de Biologie de Strasbourg
11 Thesis Prizes are awarded by the Société de Biologie de Strasbourg every year.
- 2020
For Women In Science - French Young Talents
Fondation L’Oréal – UNECSO
Every year, the French Young Talents program awards 35 talented women scientists at PhD and post-doctoral levels.
Research
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2017 Lyon, France
Volunteer Research Assistant
Reticulum-mitochondria interactions of pancreatic beta cells subjected to metabolic disturbances of diabetic pathologies
PI: Prof Anne-Marie Madec
Laboratoire CarMeN, UMR INSERM U1060/INRAE U1397
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2016 Strasbourg, France
Research Assistant
Automatic identification of behaviors of captive sea turtles from accelerometric data
PI: Dr Damien Chevallier
DEPE‑IPHC, CNRS
-
2015 Guelph, Canada
Research Assistant
Health assessment of wild turkeys in Ontario
PI: Dr Amanda MacDonald & Prof Claire Jardin
Ontario Veterinary College, University of Guelph
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2015 Guelph, Canada
Research Assistant
Understanding the influence of abiotic and biotic factors of Lyme disease ecology to predict the future distribution and spread of disease in Ontario
PI: Dr Katie Clow & Prof Claire Jardin
Ontario Veterinary College, University of Guelph
-
2014 Saint Gaudens, France
Co-Investigator
Field survey on the impact of the Montagne des Pyrénées (pedigree dog) on sheep breeding
PI: La Pastorale Pyrénéenne
Skills
| Wildlife Monitoring | |
| Biologging | |
| Bioacoustics |
| Data Analysis | |
| Deep learning | |
| Signal processing |
| Programming | |
| R/Python | |
| Tensorflow/Pytorch | |
| Github | |
| Jekyll (Website) |
Languages
| French | |
| Native speaker |
| English | |
| Fluent |
Interests
| Conservation |
| Photography |
| Sport | |
| rock climbing | |
| trail running | |
| surf | |
| free diving |