{"id":27320,"date":"2025-12-12T16:18:15","date_gmt":"2025-12-12T15:18:15","guid":{"rendered":"https:\/\/www.weforge.fr\/?p=27320"},"modified":"2026-06-12T14:15:06","modified_gmt":"2026-06-12T12:15:06","slug":"serial-intrapreneur-clementine-queinnec-cross-data","status":"publish","type":"post","link":"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/","title":{"rendered":"Serial Intrapreneur | Cl\u00e9mentine Queinnec | Cross Data"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Sommaire<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/#Un_parcours_guide_par_la_curiosite_et_la_rigueur\" >Un parcours guid\u00e9 par la curiosit\u00e9 et la rigueur<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/#Demystifier_lintelligence_artificielle\" >D\u00e9mystifier l\u2019intelligence artificielle<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/#La_passion_du_contact_humain\" >La passion du contact humain<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/#WeForge_Angers_Centre_un_lieu_qui_stimule_la_creativite\" >WeForge Angers Centre : un lieu qui stimule la cr\u00e9ativit\u00e9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/#Cinq_cles_pour_reussir_un_projet_IA\" >Cinq cl\u00e9s pour r\u00e9ussir un projet IA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.matikom.fr\/weforge\/actualites\/serial-intrapreneur-clementine-queinnec-cross-data\/#Une_vision_tournee_vers_lavenir\" >Une vision tourn\u00e9e vers l\u2019avenir<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Un_parcours_guide_par_la_curiosite_et_la_rigueur\"><\/span><strong>Un parcours guid\u00e9 par la curiosit\u00e9 et la rigueur<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Lors de son cursus master en math\u00e9matiques et informatique appliqu\u00e9es aux sciences humaines et sociales, Cl\u00e9mentine d\u00e9bute en alternance au Cr\u00e9dit Mutuel d\u2019Angers dans la cellule IA. C\u2019est \u00e0 L\u2019UCO (Universit\u00e9 Catholique de l\u2019Ouest) qu\u2019elle rencontre <strong>Pierre Girardeau<\/strong>, co-fondateur de <strong><a href=\"https:\/\/www.crossdata.tech\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Cross Data<\/a> et intervenant dans son Master<\/strong>, qui l\u2019encourage \u00e0 rejoindre l\u2019entreprise en 2019. Depuis, elle y a pris plusieurs casquettes : conception d\u2019algorithmes, gestion de projets, et plus r\u00e9cemment, formation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Demystifier_lintelligence_artificielle\"><\/span><strong>D\u00e9mystifier l\u2019intelligence artificielle<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Chez Cross Data, Cl\u00e9mentine travaille sur des projets concrets : un <strong>chatbot<\/strong> pour la gestion des avis clients dans le secteur du luxe, ou encore une <strong>application de reconnaissance de cl\u00e9s<\/strong> pour Leroy Merlin. L\u2019entreprise a \u00e9galement ouvert une <strong>branche formation<\/strong> pour rendre l\u2019IA plus accessible et compr\u00e9hensible.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab On se rend compte qu\u2019on est bons pour vulgariser l\u2019IA, il y a peu de monde sur ce march\u00e9. On veut continuer dans cette voie, avec des projets carr\u00e9s, propres, et toujours cette exigence d\u2019excellence. \u00bb Cl\u00e9mentine Queinnec<\/p>\n<\/blockquote>\n\n\n\n<iframe src=\"https:\/\/www.linkedin.com\/embed\/feed\/update\/urn:li:ugcPost:7396117155454562304?collapsed=1\" height=\"567\" width=\"504\" frameborder=\"0\" allowfullscreen=\"\" title=\"Post int\u00e9gr\u00e9\"><\/iframe>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_passion_du_contact_humain\"><\/span><strong>La passion du contact humain<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Derri\u00e8re les lignes de code, il y a surtout une passion : <strong>l\u2019humain<\/strong>. Cl\u00e9mentine aime le collectif, le sport d\u2019\u00e9quipe, et la collaboration.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab J\u2019aime bien les gens, j\u2019aime \u00e9changer. Ce que j\u2019aime avec Cross Data, c\u2019est le renouveau du contact client et la p\u00e9dagogie : cr\u00e9er du lien, transmettre \u00e0 des humains. \u00bb<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"WeForge_Angers_Centre_un_lieu_qui_stimule_la_creativite\"><\/span><strong>WeForge Angers Centre : un lieu qui stimule la cr\u00e9ativit\u00e9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pour Cl\u00e9mentine, l\u2019environnement de travail a un impact direct sur la motivation :<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab Encore une fois : les gens ! J\u2019adore croiser d\u2019autres personnes, d\u00e9couvrir des m\u00e9tiers, \u00e7a cr\u00e9e une effervescence, \u00e7a donne envie de venir au boulot ! \u00bb<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">WeForge offre un \u00e9cosyst\u00e8me id\u00e9al : bureaux modulables, salles de r\u00e9union, animations r\u00e9guli\u00e8res\u2026 et surtout, un r\u00e9seau bienveillant d\u2019entrepreneurs. Le petit-d\u00e9jeuner mensuel de <a href=\"https:\/\/www.matikom.fr\/weforge\/coworking-angers\/\" target=\"_blank\" rel=\"noreferrer noopener\">WeForge Centre<\/a> est d\u2019ailleurs devenu un rituel incontournable pour l\u2019\u00e9quipe Cross Data.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"838\" height=\"558\" src=\"https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2025\/12\/cross-data-1-1-1.png\" alt=\"\" class=\"wp-image-27321\" srcset=\"https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2025\/12\/cross-data-1-1-1.png 838w, https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2025\/12\/cross-data-1-1-1-300x200.png 300w, https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2025\/12\/cross-data-1-1-1-768x511.png 768w, https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2025\/12\/cross-data-1-1-1-650x433.png 650w\" sizes=\"(max-width: 838px) 100vw, 838px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Cinq_cles_pour_reussir_un_projet_IA\"><\/span><strong>Cinq cl\u00e9s pour r\u00e9ussir un projet IA<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pour <a href=\"https:\/\/www.crossdata.tech\/comment-lia-devient-rentable-rapidement-les-points-a-retenir-pour-votre-entreprise\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">rendre un projet IA rentable<\/a> et obtenir un ROI qui booste la productivit\u00e9, il est tr\u00e8s important d&rsquo;\u00eatre accompagn\u00e9 et d&rsquo;adopter une m\u00e9thode efficace.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les conseils de Cl\u00e9mentine Queinnec, Data Scientist et Chef de projet IA :<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Partir d&rsquo;un besoin m\u00e9tier, d&rsquo;un point de douleur sur le terrain.&nbsp;<\/li>\n\n\n\n<li>Prendre le temps de construire le projet avant de lancer l\u2019algorithme.&nbsp;<\/li>\n\n\n\n<li>Avoir un r\u00e9f\u00e9rent projet clair chez le client.&nbsp;<\/li>\n\n\n\n<li>Impliquer les utilisateurs d\u00e8s le d\u00e9but et accompagner la conduite du changement au sein de l&rsquo;entreprise afin d&rsquo;engager les \u00e9quipes&nbsp;<\/li>\n\n\n\n<li>Prototyper vite, tester et it\u00e9rer. Un bon prototype doit \u00eatre d\u00e9velopp\u00e9 rapidement, et mis entre les mains des utilisateurs volontaires. C\u2019est cette logique it\u00e9rative qui permet l\u2019industrialisation progressive et l\u2019adh\u00e9sion des \u00e9quipes.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Une_vision_tournee_vers_lavenir\"><\/span><strong>Une vision tourn\u00e9e vers l\u2019avenir<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Avec la mont\u00e9e des outils IA sp\u00e9cialis\u00e9s, Cl\u00e9mentine reste convaincue que la dimension humaine fera la diff\u00e9rence : comprendre les besoins, expliquer les solutions, accompagner le changement.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:cqueinnec@crossdata.tech\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Je contacte Cl\u00e9mentine<\/a><\/div>\n<\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/www.matikom.fr\/weforge\/wp-content\/uploads\/2025\/12\/Infographie-Cross-Data-512x1024.webp\" alt=\"\" class=\"wp-image-27322\"\/><\/figure>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Cl\u00e9mentine Queinnec : l\u2019IA au service des entreprises, depuis WeForge Angers Centre<\/p>\n","protected":false},"author":3,"featured_media":27324,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[512,873],"tags":[515,591],"class_list":["post-27320","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actualites","category-serial-intrapreneur","tag-angers","tag-digital"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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