Maxime Dumont

PhD in Remote Sensing for Environmental Sciences

About Me

Hello! I’m Maxime, a PhD in remote sensing with a passion for solving environmental challenges using digital tools and advanced statistical methods. I specialize in machine learning, spatial statistics, and remote sensing.

I’d say im : Creative , Curious , and Rigorous

Projects

Soil Mapping for a Sustainable Future

github.com/mxDumont/soil-mapping

Innovative research on improving soil mapping methods using advanced machine learning.

This project focuses on utilizing remote sensing techniques for soil mapping, aiming to improve accuracy and sustainability. It includes statistical modeling, data analysis, and collaborations with research institutions.

Experience

Valorhiz & L’Institut Agro Montpellier

PhD Student in Remote Sensing

February 2022 - Present

https://valorhiz.com

Developing data-driven solutions for soil and land use classification.

  • Conducted research on machine learning for land-use classification
  • Developed Python tools for spatial statistics and sampling
  • Presented findings at international conferences

Valorhiz

Final-Year Internship

March - September 2021

Segmentation of ortho-images for land cover monitoring.

  • Applied machine learning techniques to remote sensing data
  • Analyzed the environmental impact of land use changes

INRAE UMR ABSYS

Research Internship

September 2019 - February 2020

Statistical analysis of climate impact on viticulture in Languedoc-Roussillon.

  • Conducted pedoclimatic analysis and large-scale surveys
  • Published research on climate influence on vineyard yields

Education

MSc in Agrotic Engineering

Bordeaux Sciences Agro

2017 - 2021

  • Specialized in agricultural technologies and data science
  • Completed courses in statistics, GIS, and remote sensing

Exchange Semester

Universidade Federal de Santa Catarina, Brazil

August - December 2018

  • Studied agricultural techniques in a subtropical climate
  • Gained fluency in Portuguese

BCPST Preparatory Classes

Lycée Chaptal, Paris

2014 - 2017

Skills

  • Remote Sensing and Machine Learning
  • Programming: Python, R
  • Statistical Modeling and Spatial Analysis
  • Fluent in English (C1), Portuguese (B2), and Spanish (B1)
  • Operating Systems: Windows, Ubuntu, macOS

Awards

Best Poster Presentation

Soil Mapping for a Sustainable Future Conference, Orléans

February 2023

Best Oral Presentation

EuroLeague for Life Sciences Student Conference, Stuttgart

November 2023

Interests

  • Hiking, cycling, and rock climbing
  • Playing guitar, singing, and music production
  • Traveling with a focus on eco-friendly mobility