Guillaume Marques

Guillaume Marques Email and Phone Number

Decision Scientist @ GRDF
Paris, FR
Guillaume Marques's Location
Bordeaux, Nouvelle-Aquitaine, France, France
About Guillaume Marques

Operations Research PhD with 8 years of experience skilled at software engineering and mathematical optimization methods, I make your prescriptive analytic project a sucess using operations research.Co-founder and technical director of a deep tech startup during 3 years, I handle all the technical aspects of your prescriptive analysis project (front, back, data analysis and management, problem modeling, optimization...).My main skills are mathematical modeling and deployment of mathematical optimization algorithms. I'm co-creator and was during 5 years the main contributor of Coluna, an open-source framework to optimize large-scale problems.

Guillaume Marques's Current Company Details
GRDF

Grdf

View
Decision Scientist
Paris, FR
Website:
grdf.fr
Employees:
7048
Guillaume Marques Work Experience Details
  • Grdf
    Decision Scientist
    Grdf
    Paris, Fr
  • Grdf
    Operations Research Engineer
    Grdf Apr 2024 - Present
    Paris, Île-De-France, France
    - Mixed Integer Nonlinear programming- Matheuristics- Prototyping
  • Indépendant
    Software And Mathematical Optimization Engineer
    Indépendant Feb 2024 - Present
    Bordeaux, Nouvelle-Aquitaine, France
    Optimization projects for decision-making.
  • Atoptima
    Cofounder & Cto
    Atoptima Sep 2020 - Nov 2023
    Bordeaux, Nouvelle-Aquitaine, France
    Tech cofounder of Atoptima, a company that produces optimization software applications for complex operations planning in supply chain. - Supervised development and deployment of the stack: design, proofs of concept, business rules, productivity tools, technology intelligence.- Main author of Coluna, an open-source branch-cut-and-price framework in Julia.- Front-end lead developer (marketing website, solution visualizations, product UIs) - Mentor of a front-end software engineer and of MSc student on the branch-cut-and-price
  • Université De Bordeaux
    Researcher Phd Candidate
    Université De Bordeaux Sep 2017 - Aug 2020
    Talence, Nouvelle-Aquitaine, France
    Research on exact mathematical optimization methods for the two-echelon capacitated vehiclerouting problem for urban logisitics.- Developed of an exact optimisation method which is the state-of-the-art for the two-echelon vehicle routing problems.- Closed all the literature instances for the two-echelon capacitated vehiclerouting problem.- Closed 90% of literature open instances for the two-echelon capacitated vehiclerouting problem with precedence constraints at intermediate warehouses and time-windows at customers.- Taught linear programming, database design, and SQL to MSc students.- Recipient of "Bourse de Mobilité Internationale" from Programme Doctorat International IdEx de l'Université de Bordeaux and spent 3 months in Universidade Federal Fluminense (Brazil).- Main contributor to Coluna, DynamicSparseArrays, and BlockDecomposition.- Three papers published in top-tier academic journals.
  • Inria
    Research Engineer
    Inria Feb 2016 - Aug 2017
    Talence, Nouvelle-Aquitaine, France
    Research, support, and maintenance of BaPCod, large-scale problem optimization framework of the research team.- Development of the subgradient algorithm for column generation. Benchmarks against the generalized assignment, the single-mode multi-item lot-sizing, the cutting stock, and a machine scheduling problem- Integration of BaPCod with JuMP (a mathematical programming language in Julia). Most parts of my work became public as the Julia low-level interface of VrpSolver.- Bug fixes and support for PhD candidates of the research team.
  • Option Inox
    Opérateur Sur Commande Numérique
    Option Inox May 2015 - Sep 2015
    Cestas
    Sheet metalwork to build custom commercial kitchen equipment. Worked on sheet cutting and folding.
  • Mcdonald'S France
    Equipier Polyvalent
    Mcdonald'S France Nov 2013 - Apr 2015
    Talence
    Crew member. Worked in the kitchen, front desk, drive, and dining room. Sometimes responsible for "working areas" and trained some newcomers.
  • Platine
    Web Developer
    Platine Apr 2013 - Jun 2013
    Bordeaux
    - Migration of websites hosted PHP3-4/MYSQL4 servers to new PHP5/MYSQL5 servers- Development of a website to benchmark different hosting packages (LAMP stack)
  • Banque Populaire Atlantique
    Summer Job - Bank Teller
    Banque Populaire Atlantique Jul 2012 - Aug 2012
    Audenge

Guillaume Marques Education Details

Frequently Asked Questions about Guillaume Marques

What company does Guillaume Marques work for?

Guillaume Marques works for Grdf

What is Guillaume Marques's role at the current company?

Guillaume Marques's current role is Decision Scientist.

What schools did Guillaume Marques attend?

Guillaume Marques attended Université De Bordeaux, Universidade Federal Fluminense, Université De Bordeaux, Université De Bordeaux, Iut De Bordeaux, Lycée Gustave Eiffel.

Who are Guillaume Marques's colleagues?

Guillaume Marques's colleagues are Laura Coronne, Lionel Berthet, Romuald Dimey, Thierry Ossart, Josselin Schneider, Talbart Patrick, Benjamin Martin.

Not the Guillaume Marques you were looking for?

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.