Portfolio Martin Dautriche

Main Interests

Explore my primary interests and how they shape my work:

  • Spatial Simulation and Modeling
  • Climate Change (and its impact)
  • Georisk Assessment
  • Mobility (Migration and Displacement)
  • Remote sensing
  • Machine & Deep Learning

Main Skills

Discover my core skills and abilities:

  • Programming: Python, Java, SQL
  • Languages: French & English
  • Continuous Learning & Curiosity
  • Machine & Deep Learning
  • Team Player

Master's Thesis

Here you can find information about my master's thesis:

Thesis Cover

Title of Your Thesis

This section provides an overview of your master's thesis, including its topic, objectives, and key findings.

You can include information about the methodology used, research outcomes, and any significant contributions or innovations.

Feel free to highlight your achievements and the impact of your thesis in your field of study.

If your thesis is available online, you can provide a link for further reading.

Education

Download PDF CV (2022)

Here you could find an overview of my academic journey

University Institute of Technology (IUT)

UNIVERSITY DEGREE IN COMPUTER SCIENCE
2017 - 2020

- Java Developer Training: Algorithmic Programming, Object Oriented Programming
- Database Administrator: Design, SQL Queries
- Training in web application development with database with the following languages: PHP, Javascript, HTML, CSS, SQL
- System and network architecture: Linux system administration, CSH script development
- Training in computer law and business economics

Université du Québec à Chicoutimi (UQAC)

SEMESTER ABROAD
2020

- Mobile development
- Algorithmic
- Video game prototype development
- Software engineering

University of South Brittany (UBS)

BACHELOR OF COMPUTER SCIENCE
2020 - 2021

- Development of a library management software
- Software engineering and project management
- C/C++ programming

University of Eastern Finland (UEF)

ERASMSUS+ EXCHANGE
2021 - 2022

Development of a tool in Python to computing cluster indexes and cluster precision (Project realized for and within the research laboratory of the University of Eastern Finland in Computer Science)

Project theme:
- Cluster validity
- Cluster accuracy
- Internal and external index for clustering validity

Paris Lodron University Salzburg (PLUS)

MASTER'S DEGREE STUDENT IN COPERNICUS MASTER IN DIGITAL EARTH (M1)
2022 - 2023

Integer eu ante ornare amet commetus vestibulum blandit integer in curae ac faucibus integer adipiscing ornare amet.

University of South Brittany (UBS)

MASTER'S DEGREE STUDENT IN COPERNICUS MASTER IN DIGITAL EARTH (M2)
2023 - 2024

Integer eu ante ornare amet commetus vestibulum blandit integer in curae ac faucibus integer adipiscing ornare amet.

Projects

Explore my featured projects:

EuroTransMod: A Dynamic Spatial Simulation Model for European Traveler Decision-Making

  • Development of a dynamic spatial simulation model
  • Simulates European traveler decision-making processes.
  • Considers multiple criteria such as time, distance, price, and ecological sensitivity.
  • Utilizes spatial data to simulate transportation choices over a map interface.
  • Offers a tool for analyzing and predicting transportation trends and patterns.

Terraformed a small moon

Integer eu ante ornare amet commetus vestibulum blandit integer in curae ac faucibus integer adipiscing ornare amet.

Snapped dark matter in the wild

Integer eu ante ornare amet commetus vestibulum blandit integer in curae ac faucibus integer adipiscing ornare amet.

Internship

Here you could find the list of my internships

REASEARCH ASSISTANT – GEOHUM LAB - 2023 – Salzburg, Austria

  • Review of the existing state-of-the-art representation learning approaches relevant to the project
  • Script development and customization of existing workflows to fit representation learning for dwelling extraction for humanitarian applications

    • PROGRAMMER – IRISA LAB - 2020 – Vannes, France

  • Generation of synthetic time series for the study of labeling errors in machine learning.
  • Time profile generation and visualization.
  • Generation of labeling errors Implementation of Charlotte Pelletier’s thesis work in Python for publication via Github.

    • Summer School

    Here you will find the list of the summer courses I attended:

    GRSS Summer School: Digital Agricultural Technologies

    (March 2023)
    Online Summer school held by the IEEE GRSS Hyderabad Chapter

    Summer School Website: https://grsshyd2023.org/

    Download PDF Report (March 2023)

      Main topics:

    • Geospatial, Computer Vision and AI for Agriculture
    • Smart Agriculture
    • Water Risks and Management in Agriculture

    IEE Summer School: High Performance and Disruptive Computing in Remote Sensing

    (May 2023) University of Iceland
    Summer school held by the IEEE Geoscience and Remote Sensing Society (GRSS) and the Earth Science Informatics (ESI) Technical Committee

    Summer School Website: https://www.hdc-rs.com/

    Download PDF Report (March 2023)

      Main topics:

    • Cloud Computing
    • Foundation Model (Self-Supervised Model)
    • HPC & Quantum Computing

    Snapped dark matter in the wild

    Integer eu ante ornare amet commetus vestibulum blandit integer in curae ac faucibus integer adipiscing ornare amet.

    Contact Me

    Get in touch by filling out the form below: