{"id":1684,"date":"2025-04-07T14:28:04","date_gmt":"2025-04-07T12:28:04","guid":{"rendered":"https:\/\/jaimesoroa.com\/services\/big-data-y-machine-learning\/"},"modified":"2025-04-12T14:06:57","modified_gmt":"2025-04-12T12:06:57","slug":"big-data-y-machine-learning","status":"publish","type":"page","link":"https:\/\/jaimesoroa.com\/en\/services\/big-data-y-machine-learning\/","title":{"rendered":"Big Data y Machine Learning"},"content":{"rendered":"\n\t<section class=\"section dark\" id=\"section_2055574144\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2160\" height=\"1080\" src=\"https:\/\/jaimesoroa.com\/wp-content\/uploads\/Big_Data-Jaime_Soroa.webp\" class=\"bg attachment-original size-original\" alt=\"Big Data Jaime Soroa\" \/>\t\t\t\t\t\t<div class=\"section-bg-overlay absolute fill\"><\/div>\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row align-middle\"  id=\"row-1707661203\">\n\n\t<div id=\"col-731450198\" class=\"col large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\t<div id=\"text-1931393859\" class=\"text highlight\">\n\t\t\n<h1><span>Big Data and Machine Learning for Companies<\/span><\/h1>\n<p><span style=\"font-size:1.2rem\">\u2501 <span><span><a href=\"https:\/\/jaimesoroa.com\/en\/home\/\">Jaime Soroa<\/a><\/span><\/span><\/span><\/p>\n\t\t\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_2055574144 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n  min-height: 600px;\n}\n#section_2055574144 .section-bg-overlay {\n  background-color: rgba(39, 8, 160, 0.6);\n}\n<\/style>\n\t<\/section>\n\t\n\n\t<section class=\"section highlight\" id=\"section_246456289\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row\"  id=\"row-2093810376\">\n\n\t<div id=\"col-803561638\" class=\"col medium-6 small-12 large-6\"  >\n\t\t<div class=\"is-sticky-column\"><div class=\"is-sticky-column__inner\">\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n<div class=\"spinner-wrap\">\n<div class=\"spinner-item\"><\/div>\n<div class=\"spinner-item spinner-item--2\"><\/div>\n<div class=\"spinner-item spinner-item--3\"><\/div>\n<\/div>\n\n\t\t<\/div>\n\t\t<\/div><\/div>\t\t\n<style>\n#col-803561638 > .is-sticky-column > .is-sticky-column__inner > .col-inner {\n  padding: 0px 0px 120px 0px;\n  margin: -40px 0px 0px 0px;\n}\n<\/style>\n\t<\/div>\n\n\t\n\n\t<div id=\"col-750491787\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n<p>The volume of data generated by companies continues to grow. But only those who know how to extract value from that information can stay ahead of the market, optimize processes, and make strategic decisions. With my<strong> Big Data<\/strong> and <strong>Machine Learning<\/strong> services, I help you transform massive datasets into predictive models, intelligent automations, and real improvements to your business processes.  <\/p>\n<p>I work with cutting-edge technologies and languages like <strong>Python, SQL, and PySpark<\/strong>, as well as machine learning libraries such as <strong>Scikit-Learn, TensorFlow, and XGBoost<\/strong>, always tailored to the context and needs of each client.<\/p>\n\t<div id=\"gap-439685336\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-439685336 {\n  padding-top: 40px;\n}\n<\/style>\n\t<\/div>\n\t\n<h2><span>What I Can Do for Your Company<\/span><\/h2>\n<ul>\n<li><strong>Processing large volumes of data<\/strong>: I design efficient pipelines for cleaning, transforming, and exploiting massive data\u2014on-premises or in the cloud.<\/li>\n<li><strong>Predictive models and classification<\/strong>: I develop machine learning models that help anticipate trends, classify behaviors, or automate decisions.<\/li>\n<li><strong>Anomaly detection and pattern recognition<\/strong>: I identify relevant events or unusual behaviors in real time, which is especially useful in sectors like banking, energy, or insurance.<\/li>\n<li><strong>Process optimization with artificial intelligence<\/strong>: Custom applications to reduce costs, improve efficiency, or adapt your offer to demand.<\/li>\n<\/ul>\n\t<div id=\"gap-1558597231\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1558597231 {\n  padding-top: 40px;\n}\n<\/style>\n\t<\/div>\n\t\n<h2><span>Who Is This Service For?<\/span><\/h2>\n<p>For companies working with large volumes of structured or unstructured data and seeking to go beyond descriptive analytics. From tech startups to established organizations in sectors such as energy, finance, retail, or logistics. <\/p>\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-750491787 > .col-inner {\n  margin: 40px 0px 0px 0px;\n}\n<\/style>\n\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_246456289 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n}\n<\/style>\n\t<\/section>\n\t\n\n\t<section class=\"section cta-block dark\" id=\"section_1698315322\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n\n<div class=\"row align-middle\"  id=\"row-635924969\">\n\n\n\t<div id=\"col-991416646\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"gap-1411325614\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1411325614 {\n  padding-top: 80px;\n}\n@media (min-width:550px) {\n  #gap-1411325614 {\n    padding-top: 20px;\n  }\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<div id=\"text-2486521500\" class=\"text cta highlight\">\n\t\t\n\n<h2><span>Turn your data into competitive advantages.<\/span><\/h2>\n<p>Leverage my expertise in data management to drive your business forward. Get in touch now and take a leap in your company\u2019s digital transformation. <\/p>\n\t\t\t<\/div>\n\t\n<a href=\"https:\/\/jaimesoroa.com\/en\/contact\/\" class=\"button white is-outline\" >\n\t\t<span>Contact<\/span>\n\t<\/a>\n\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-1304224377\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n\n\t\t<\/div>\n\n\t\t\n<style>\n#section_1698315322 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n  background-color: #2708a0;\n}\n<\/style>\n\t<\/section>\n\t\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":1672,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-blank.php","meta":{"footnotes":""},"class_list":["post-1684","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/pages\/1684","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/comments?post=1684"}],"version-history":[{"count":2,"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/pages\/1684\/revisions"}],"predecessor-version":[{"id":1686,"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/pages\/1684\/revisions\/1686"}],"up":[{"embeddable":true,"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/pages\/1672"}],"wp:attachment":[{"href":"https:\/\/jaimesoroa.com\/en\/wp-json\/wp\/v2\/media?parent=1684"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}