{"id":56,"date":"2025-02-05T15:56:11","date_gmt":"2025-02-05T15:56:11","guid":{"rendered":"http:\/\/futurhinos-ai.com\/?page_id=56"},"modified":"2025-02-19T15:51:14","modified_gmt":"2025-02-19T15:51:14","slug":"astrid-schubert","status":"publish","type":"page","link":"https:\/\/futurhinos-ai.com\/en\/astrid-schubert\/","title":{"rendered":"Astrid Schubert"},"content":{"rendered":"<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-3febc4ab wp-block-columns-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"724\" src=\"http:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-16.57.56-1-1024x724.png\" alt=\"\" class=\"wp-image-68\" srcset=\"https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-16.57.56-1-1024x724.png 1024w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-16.57.56-1-300x212.png 300w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-16.57.56-1-768x543.png 768w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-16.57.56-1.png 1120w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"border-style:none;border-width:0px;padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\">My expertise<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>AI Engineering and MLOps<\/strong> at Breuninger<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Data Engineering<\/strong><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Machine Learning<\/strong> in mechanical engineering<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Business Analytics<\/strong> and data-driven decision making<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1009\" src=\"http:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.11.53-1-1024x1009.png\" alt=\"\" class=\"wp-image-72\" srcset=\"https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.11.53-1-1024x1009.png 1024w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.11.53-1-300x296.png 300w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.11.53-1-768x757.png 768w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.11.53-1.png 1118w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">My vision<\/h3>\n\n\n\n<p class=\"has-contrast-dark-color has-text-color has-link-color wp-elements-674a1e35deff3a65837e456808dc158d\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">I would like to support companies in seeing AI not as a threatening disruption, but as an opportunity for positive change.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">My way<\/h3>\n\n\n\n<p class=\"has-contrast-dark-color has-text-color has-link-color wp-elements-4eda6e198e524054c9f43e5bc73c2925\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">My academic journey began with an unusual mix: sociology and statistics at the University of Konstanz. This combination of understanding people and numbers shapes my approach to this day.<\/p>\n\n\n\n<p class=\"has-contrast-dark-color has-text-color has-link-color wp-elements-bf3209a5d29b202adf0826666aee7392\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">In the Master Business Analytics I deepened my analytical skills and learned to put data into an economic context.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">What drives me<\/h3>\n\n\n\n<p class=\"has-contrast-dark-color has-text-color has-link-color wp-elements-da7b023d51b4630e2636a70ba12291cb\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">My first \u201cone-woman show\u201d as an ML engineer in mechanical engineering failed \u2013 and became my most valuable lesson.<\/p>\n\n\n\n<p class=\"has-contrast-dark-color has-text-color has-link-color wp-elements-cf003979a87a3a7b7d9ee2c946cfaade\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">I learned: Successful AI integration is a team sport. It requires not only technical know-how, but above all the right strategy, cultural change and people who share the vision.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"901\" src=\"http:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.09.59-1-1024x901.png\" alt=\"\" class=\"wp-image-71\" srcset=\"https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.09.59-1-1024x901.png 1024w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.09.59-1-300x264.png 300w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.09.59-1-768x676.png 768w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-05-um-17.09.59-1.png 1116w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">My approach<\/h3>\n\n\n\n<p class=\"has-contrast-dark-color has-text-color has-link-color wp-elements-55fc9249d75c3fda8dae44caa6681696\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">Today I use these experiences to accompany companies and their teams on their path to AI transformation. I rely on:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Practical orientation<\/strong>: From practice for practice<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Holisticness<\/strong>: Technology, people and organization in view<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Authenticity<\/strong>: Honest exchange about opportunities and challenges<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-superbfont-xsmall-font-size\" style=\"padding-top:var(--wp--preset--spacing--superbspacing-xxsmall);padding-bottom:var(--wp--preset--spacing--superbspacing-xxsmall)\"><strong>Innovation<\/strong>: Creative formats for sustainable change<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-contrast-dark-color has-contrast-light-background-color has-text-color has-background has-link-color wp-elements-4ace43d85da34646cd0fed570b7e7535\" style=\"padding-right:var(--wp--preset--spacing--superbspacing-xsmall);padding-left:var(--wp--preset--spacing--superbspacing-xsmall)\">With innovative AI formats, I make teams fit for the digital future - practical, experience-oriented and sustainable.<\/p>\n\n\n\n<div class=\"wp-block-cover is-light\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\" style=\"background-color:#868a8b\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"1198\" height=\"886\" class=\"wp-block-cover__image-background wp-image-85\" alt=\"\" src=\"http:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-03-um-21.53.23-1.png\" data-object-fit=\"cover\" srcset=\"https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-03-um-21.53.23-1.png 1198w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-03-um-21.53.23-1-300x222.png 300w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-03-um-21.53.23-1-1024x757.png 1024w, https:\/\/futurhinos-ai.com\/wp-content\/uploads\/2025\/02\/Bildschirmfoto-2025-02-03-um-21.53.23-1-768x568.png 768w\" sizes=\"auto, (max-width: 1198px) 100vw, 1198px\" \/><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-contrast-light-color has-text-color has-link-color has-large-font-size wp-elements-0687e92cbe2688f3f72c5b850d666e3c\"><em>I know from experience: the path to successful AI integration is a journey. Let's create this journey together.<\/em><\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Meine Expertise Meine Vision Ich m\u00f6chte Unternehmen dabei unterst\u00fctzen, KI nicht als bedrohliche Disruption, sondern als Chance zur positiven Ver\u00e4nderung zu begreifen. Mein Weg Meine akademische Reise begann mit einem ungew\u00f6hnlichen Mix: Soziologie und Statistik an der Universit\u00e4t Konstanz. Diese Kombination aus Menschen- und Zahlenverst\u00e4ndnis pr\u00e4gt bis heute meinen Ansatz. Im Master Business Analytics vertiefte [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-56","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/pages\/56","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/comments?post=56"}],"version-history":[{"count":15,"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/pages\/56\/revisions"}],"predecessor-version":[{"id":527,"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/pages\/56\/revisions\/527"}],"wp:attachment":[{"href":"https:\/\/futurhinos-ai.com\/en\/wp-json\/wp\/v2\/media?parent=56"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}