Guillaume Chevaleyre
Data Science & R&D Team Manager
Salaire / Taux journalier
Hambourg, Allemagne
Freelance
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À propos
Introduction
Data Strategy & IoT expert with 10+ years experience leading analytics and innovation projects. Currently managing cloud engineering teams at Stimio, delivering predictive maintenance solutions and ML-powered infrastructures using AWS and Python. Proven success across industries—from rail transport to banking—I transform complex data into actionable business insights while maintaining scientific rigor in R&D initiatives.
Expérience de travail
Cloud engineering team manager
Stimio
oct. 2021 - Présent
5 ans 1 mois
Nantes, France
• IoT solutions for infrastructure monitoring, transport fleets and predictive maintenance • Key projects: analysis of rail/overhead contact line vibrations to geolocate and characterize faults, prediction of frost deposits, automation of silo supply, detection of weak signals to identify faults among bus fleets (CAN Bus), etc. • Team structuration and supervision: data pipelines, dashboards/applications and ML solutions • Technical stack: Scientific Python, AWS Serverless and GitHub Actions stack • R&D: part of the daydreams project (https://daydreams-project.eu/), writing scientific articles (https://doi.org/10.1109/MT-ITS56129.2023.10241648) and leading the R&D strategy
Président - Fondateur
Ets&TerraFreelance
févr. 2021 - déc. 2023
2 ans 11 mois
www.ets-et-terra.com
Python Lecturer
IAE Nantes
janv. 2020 - déc. 2023
4 ans
Mexico, District fédéral, Mexique
Teaching Python to masters students
Data Scientist
My Money Bank
nov. 2019 - oct. 2021
2 ans
Région de Nantes, France
• Risk modeling: forward looking statement (IFRS9 impairment) and ALM modeling (Monte Carlo) • Robotic Process Automation: information extraction (e.g. from pdf tax forms)
Data Scientist
Comerso
janv. 2018 - déc. 2019
2 ans
Région de Angers, France
• Machine learning: classification, prediction, anomaly detection • Data Science: operational and financial reporting • R&D: data innovation project (1 M€) - setting up - winner of the I-Nov award
Senior Consultant
EY
sept. 2015 - déc. 2017
2 ans 4 mois
Région de Nantes, France
• Consulting missions for key industrial players (retail / agro-industry) • IT Strategy: benchmarks, IT costing, contract reviews • Audits: IT, management • Agility: Scrum Master of "big data " development teams (25 people – 12 months)
LIMS (Laboratory Information Management System) team manager
Bureau Veritas Consumer Products Services
janv. 2014 - déc. 2014
1 an
Région de Schwerin, Allemagne
• Management of the Laboratory Information Management System (LIMS) Migration • Implementation of a sample-tracking system • Operational and financial reporting • Process mining: identifying and tackling bottlenecks within the supply chain
Junior consultant
Collège des Ingénieurs
janv. 2013 - déc. 2013
1 an
Paris, France
7 months (financial modeling) consulting mission in the real-estate sector - reporting directly to the Board.
Research fellow, European Climate Policy (internship)
CDC CLIMAT
août 2012 - déc. 2012
5 mois
Paris, France
Auction revenues forecasting in EU ETS Phase 3. Assessment of the carbon price impact on the industrial sector of one European country.
Economie du Budget, de la Fiscalité et de la Protection sociale - chargé de TD
Université Paris 1 Panthéon-Sorbonne
sept. 2012 - déc. 2012
4 mois
Skills: Econometrics · Data Analysis
Economic Research Department (internship)
BNP Paribas
sept. 2011 - déc. 2011
4 mois
Paris, France
Country risk analysis
Cabinet du Préfet de Maine-et-Loire (internship)
Préfecture Maine-et-Loire
juin 2009 - juil. 2009
2 mois
Angers, France
Formation
Collège des Ingénieurs
Master of Business Administration (MBA)
2013 - 2013
1 mois
Ecole normale supérieure
Normalien Ulm
2008 - 2013
5 ans 1 mois
University of Oxford
Etudiant "visiteur" (Merton College)
2012 - 2012
1 mois
Sciences Po
Master 2 Affaires publiques
2009 - 2012
3 ans 1 mois
Paris School of Economics
Master 2
2009 - 2011
2 ans 1 mois
University of Paris I: Panthéon-Sorbonne
Licence d'économie et d'économétrie
2008 - 2009
1 an 1 mois
Lycée Janson-de-Sailly
CPGE - filière "B/L" (lettres et sciences sociales)
2005 - 2008
3 ans 1 mois