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.
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Decision ScientistGrdfParis, Fr -
Operations Research EngineerGrdf Apr 2024 - PresentParis, Île-De-France, France- Mixed Integer Nonlinear programming- Matheuristics- Prototyping -
Software And Mathematical Optimization EngineerIndépendant Feb 2024 - PresentBordeaux, Nouvelle-Aquitaine, FranceOptimization projects for decision-making.
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Cofounder & CtoAtoptima Sep 2020 - Nov 2023Bordeaux, Nouvelle-Aquitaine, FranceTech 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 -
Researcher Phd CandidateUniversité De Bordeaux Sep 2017 - Aug 2020Talence, Nouvelle-Aquitaine, FranceResearch 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. -
Research EngineerInria Feb 2016 - Aug 2017Talence, Nouvelle-Aquitaine, FranceResearch, 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. -
Opérateur Sur Commande NumériqueOption Inox May 2015 - Sep 2015CestasSheet metalwork to build custom commercial kitchen equipment. Worked on sheet cutting and folding. -
Equipier PolyvalentMcdonald'S France Nov 2013 - Apr 2015TalenceCrew member. Worked in the kitchen, front desk, drive, and dining room. Sometimes responsible for "working areas" and trained some newcomers. -
Web DeveloperPlatine Apr 2013 - Jun 2013Bordeaux- Migration of websites hosted PHP3-4/MYSQL4 servers to new PHP5/MYSQL5 servers- Development of a website to benchmark different hosting packages (LAMP stack) -
Summer Job - Bank TellerBanque Populaire Atlantique Jul 2012 - Aug 2012Audenge
Guillaume Marques Education Details
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Operations Research -
Echange -
Mention Bien -
Mention Bien -
Computer Science -
Lycée Gustave EiffelEngineering
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.
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Guillaume MARQUES
Greater Clermont-Ferrand Area2gmail.com, gmail.com -
Guillaume Marques
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