Marc Paillet
Data Scientist & Developer
Salaire / Taux journalier
Liège, Belgique
Mobilité : Bruxelles, Liège
Freelance
Peut venir sur site
Expertises
Langues
À propos
Introduction
Full-stack data scientist with 10 years’ experience in scientific modeling, ML and applied AI. I build scalable AI workflows for cloud or sovereign, on-premise environments, including LLM, NLP, RAG and agents. I specialize in mechanistic modeling for life and environmental sciences and developed the Python core of the reference risk model used by certified soil experts in Belgium and Luxembourg. I also deliver end-to-end data platforms and decision-support tools.
Expérience de travail
Senior Data Scientist - Full Stack
RumeXperts
mai 2025 - Présent
1 an 6 mois
Liège, Belgique
-Architecture design (hexagonal), development and production release of the RumeXperts data & AI intelligence engine, the central platform hosting all models. -Decision-support tools for animal health: predictive models from field data, deployed in web applications with interactive maps and visualisations. -IoT: sensor design and build, data acquisition and analysis, from the sensor to the decision. -Automated lab-analysis tracking workflow; RAG agents and chatbots for veterinary consultants. -Advanced data science advisory for critical decision-making in animal health.
Data Scientist and Modeler Manager
SPAQUE
févr. 2022 - mai 2025
3 ans 4 mois
Liège, Belgique
Mechanistic modeling, machine learning and statistics for environmental risk assessment. Key Skills Applied: Modeling (5+ years), Python (8+ years), Machine Learning (5+ years), Statistics (7+ years), Complex systems analysis ● Led development of S-Risk® platform used by certified soil experts in Belgium and Luxembourg ● Collaborated with 4 Environmental Ministries on policy-critical modeling, requiring clear communication ● Developed automated statistical analysis tools and interactive dashboards
Project Manager
Data Scientist and Project Manager
janv. 2020 - mars 2022
2 ans 3 mois
Belgique, Missouri 63775, États-Unis
Soil expertise and development of automated statistical analysis tools. Key Skills Applied: Statistical analysis (5+ years), Data preprocessing, Predictive modeling, Project Management ● 2D/3D geomatic workflows and interactive web-based tools ● Comprehensive soil studies with automated statistical analysis ● Project Management of Contaminated Site Assessments
Université de Liège
sept. 2018 - oct. 2019
1 an 2 mois
Région de Liège, Belgique
Modeling Researcher
nov. 2018 - oct. 2019
1 an
Région de Liège, Belgique
Mechanistic dynamic vegetation model by integrating functional traits and modeling the carbon balance in plant biomass. Key Skills Applied: Mathematical modeling, Python and Fortran programming, Statistical analysis ● Advanced mechanistic dynamic vegetation modeling ● Carbon balance modeling in plant biomass using quantitative approaches
Scientific Researcher
sept. 2018 - oct. 2018
2 mois
Région de Liège, Belgique
Skills: Python (langage de programmation) · Sciences de la vie · Géomatique · Agriculture · R
Master Thesis
Université de Liège
sept. 2017 - juil. 2018
11 mois
Modelling species net primary productivity at local scale with a dynamic vegetation model
Master Thesis
Université de Liège
sept. 2015 - déc. 2015
4 mois
History of the ombrotrophic Rurhof Bog (Eastern Belgium) based on high resolution pollen and testate amoebae
Formation
Massachusetts Institute of Technology
Certification
2025 - Présent
1 an 10 mois
University of Liège
Master in Environmental Science and Management
2016 - 2018
2 ans 1 mois
HEPL - Haute Ecole de la Province de Liège
Bachelor in Agronomical Science
2013 - 2016
3 ans 1 mois
Portfolio
