Sciences, research projects, learning, modelling and challenges are key ingredients for me to thrive. As an astronomer, I work on exoplanets (from theoretical modelling to statistical analysis and studies). This lead me to use super-computer, work on large datasets, and develop skills in bayesian statistics.It's been two years now I discovered machine learning: I love applying what I learned in astrophysics to more practical problems.
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Head Of Data And Data ScienceEpocaFrance -
Head Of Data & Data ScienceEpoca Sep 2023 - Present -
Chief Services Officer (Cso) - Data Scientist - Python ProgrammerNorthern Star Ai Jan 2023 - PresentFranceCo-founder. We build AI / ML solutions for the education sector: documents analysis, grading, problem generations, ... Based on GPT-like technology.
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Chief Services Officer (Cso) - Data Scientist - Python ProgrammerMeva Analytics Jul 2016 - PresentFranceCo-founder, with two astronomy colleagues. We help companies with their data: from problem setting, to the deployment of a pipeline, through the design and training of machine learning models.Keywords: Data preparation, data analysis, graphs, statistics, features building, biases identification and solutions, machine learning architecture, models training and evaluation, pipeline conception and deployment
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Data ScientistCorum L'Epargne Dec 2019 - Apr 2022Paris, Île-De-France, FranceI worked as a Data Scientist / Data expert on numerous projects: clients segmentation, reinvestment predictive algorithm, ... Impacts: +5-15% increase in the success rate for upsell campaigns ; 20-30% reduction in time spent to target clients during marketing campaigns.I also wrote a complete in-house Python solution to produce data-driven PDF documents for our clients (50k-100k+ per month), in which every element was dynamically inserted (layout, images, text, tables, calculations, ...). -
Data ScientistMinistère Du Travail Jan 2019 - Nov 2019Paris, Île-De-France, FranceI worked as an EIG (Entrepreneur d'Intérêt Général) at the Ministères sociaux (Ministère du Travail) on the CDTN project (Code du Travail Numérique), as a NLP (Natural Language Processing) Data Sciencist.The CDTN project aims to give easier access and understanding to legal (labor) texts for all citizens, using machine learning techniques. In particular we worked on building an engine able to redirect questions from workers typed in natural language to the proper ressources: legal texts, articles tailor-made by the juridic team at the ministry, and other tools from the project (simulators, links, ...).An EIG is a specialist attached to the Etalab program of the government, bringing outside expertises such as Data Science, UX or software dev, directly to the ministries in France. EIGs are working on specific, innovative, and transformative projects within the government, for 10 months. -
Astronomer - Postdoc ResearcherUniversiy Of Toronto Jul 2016 - Jul 2017Toronto, Canada AreaI worked on ohmic dissipation (a mechanism to explain inflated planets), in collaboration with Kristen Menou.This was a continuation of the work started at Columbia University (NYC).
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Astronomer - Postdoc ResearcherColumbia University In The City Of New York Nov 2014 - Jun 2016Greater New York City AreaI worked on ohmic dissipation (a mechanism to explain inflated planets), in collaboration with Kristen Menou. -
Astronomer - Postdoc ResearcherCaup Mar 2014 - Oct 2014Porto Area, PortugalEXOEarths team, led by Nuno Santos
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Nasa Postdoc Fellow - AstronomerNasa Ames Research Center Nov 2011 - Nov 2013Moffett Field, Ca 94035Working in the Kepler team.Supervisor: Bill Borucki -
Phd Student - Assistant ProfessorObservatoire De La Côte D'Azur Sep 2007 - Sep 2011Nice , FranceTitle: "Modeling exoplanets and their host star."Defended on: June, 24th 2011Supervisor: T. Guillot
Mathieu Havel Skills
Mathieu Havel Education Details
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Observatoire De Paris-MeudonDynamique Des Systèmes Gravitationels -
Physique - Spécialité Astronomie -
Maths-Physique
Frequently Asked Questions about Mathieu Havel
What company does Mathieu Havel work for?
Mathieu Havel works for Epoca
What is Mathieu Havel's role at the current company?
Mathieu Havel's current role is Head of Data and Data Science.
What schools did Mathieu Havel attend?
Mathieu Havel attended Observatoire De Paris-Meudon, Université Denis Diderot (Paris Vii), Université Denis Diderot (Paris Vii).
What skills is Mathieu Havel known for?
Mathieu Havel has skills like Python, Ohmic Dissipation, Fortran, Latex, Physics, Statistiques, Planetary Science, Research, Mcmc, Statistics, Planetary Evolution, Planetary Structure And Composition.
Who are Mathieu Havel's colleagues?
Mathieu Havel's colleagues are Cherif Mounsi, Elise Cabanes, Rodolphe Katz, Damien Testa, Ph.d., Sadiba Iqbal, Lucie Guittet, Patricia Semedo.
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