{"id":3654,"date":"2026-07-31T08:54:17","date_gmt":"2026-07-31T08:54:17","guid":{"rendered":"https:\/\/apsoluti.com.co\/contents\/?page_id=3654"},"modified":"2026-07-31T09:38:26","modified_gmt":"2026-07-31T09:38:26","slug":"analiticaindustrial","status":"publish","type":"page","link":"https:\/\/apsoluti.com.co\/contents\/analiticaindustrial\/","title":{"rendered":"analiticaindustrial"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3654\" class=\"elementor elementor-3654\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-47ea353 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"47ea353\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-83dc8dc\" data-id=\"83dc8dc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a3aee52 elementor-widget elementor-widget-image\" data-id=\"a3aee52\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/apsoluti.com.co\/contents\/wp-content\/uploads\/elementor\/thumbs\/ram-scaled-rr7koi3mgmi9zg2u7vkxo3xw67kzz3roj0amds1un8.jpg\" title=\"ram\" alt=\"ram\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f914696\" data-id=\"f914696\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d079386 elementor-widget elementor-widget-heading\" data-id=\"d079386\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">ESTUDIOS ESPECIALIZADOS EN ANAL\u00cdTICA INDUSTRIAL<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8108262 elementor-widget elementor-widget-heading\" data-id=\"8108262\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Ciencia de Datos aplicada a la industria<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-776c893 elementor-widget elementor-widget-heading\" data-id=\"776c893\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ingenier\u00eda, anal\u00edtica e inteligencia artificial para optimizar operaciones industriales.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f23f34e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"f23f34e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dc8ecb elementor-widget elementor-widget-text-editor\" data-id=\"1dc8ecb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"isSelectedEnd\">Transformamos datos industriales en decisiones que mejoran la productividad, la confiabilidad y la rentabilidad.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-ebdb66b e-flex e-con-boxed e-con e-parent\" data-id=\"ebdb66b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b518d5e e-con-full e-flex e-con e-child\" data-id=\"b518d5e\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6983d86 e-con-full e-flex e-con e-child\" data-id=\"6983d86\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80627dc elementor-widget elementor-widget-heading\" data-id=\"80627dc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Consultor\u00eda en Ciencia de Datos para la Industria<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e29de32 elementor-widget elementor-widget-text-editor\" data-id=\"e29de32\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>En <strong>Apsoluti<\/strong> desarrollamos estudios de <strong>Ciencia de Datos e Inteligencia Artificial aplicada a la industria<\/strong> para ayudar a las organizaciones a tomar mejores decisiones y mejorar el desempe\u00f1o de sus operaciones. Combinamos conocimientos de ingenier\u00eda, estad\u00edstica, matem\u00e1ticas, optimizaci\u00f3n e inteligencia artificial para transformar los datos en informaci\u00f3n \u00fatil, identificar oportunidades de mejora y dise\u00f1ar soluciones con impacto real en la productividad, la confiabilidad, la calidad y los costes. Nuestros proyectos abarcan desde an\u00e1lisis exploratorios y modelos predictivos hasta simulaci\u00f3n, optimizaci\u00f3n y desarrollo de algoritmos espec\u00edficos para resolver problemas complejos de mantenimiento, producci\u00f3n, log\u00edstica y gesti\u00f3n de activos, siempre con un enfoque pr\u00e1ctico, riguroso y orientado a resultados.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-861e43b e-con-full e-flex e-con e-child\" data-id=\"861e43b\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-80e9b9f e-flex e-con-boxed e-con e-parent\" data-id=\"80e9b9f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6c97718 e-con-full e-flex e-con e-child\" data-id=\"6c97718\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b997b6 e-con-full e-flex e-con e-child\" data-id=\"2b997b6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de12285 elementor-widget elementor-widget-heading\" data-id=\"de12285\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Nuestras competencias: Ingenier\u00eda, anal\u00edtica e inteligencia artificial aplicada a la mejora industrial<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d3dd60 elementor-widget elementor-widget-text-editor\" data-id=\"6d3dd60\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"isSelectedEnd\">En <strong>Apsoluti<\/strong> combinamos conocimiento industrial, m\u00e9todos cuantitativos y tecnolog\u00edas avanzadas para transformar datos en decisiones de mejora. Nuestra experiencia integra ingenier\u00eda, estad\u00edstica, simulaci\u00f3n, optimizaci\u00f3n y ciencia de datos para resolver retos complejos en producci\u00f3n, mantenimiento y gesti\u00f3n de activos.<\/p><p class=\"isSelectedEnd\"><strong>Anal\u00edtica avanzada y simulaci\u00f3n de procesos<\/strong><br \/>Desarrollamos modelos estad\u00edsticos y simulaciones que permiten comprender el comportamiento de los procesos industriales, anticipar escenarios y definir estrategias \u00f3ptimas de operaci\u00f3n.<\/p><p class=\"isSelectedEnd\"><strong>Modelos matem\u00e1ticos para la toma de decisiones<\/strong><br \/>Aplicamos t\u00e9cnicas de optimizaci\u00f3n para resolver problemas como la determinaci\u00f3n del momento \u00f3ptimo de reemplazo de componentes, la gesti\u00f3n de recursos y la mejora del rendimiento operacional.<\/p><p class=\"isSelectedEnd\"><strong>Mantenimiento inteligente y confiabilidad de activos<\/strong><br \/>Dise\u00f1amos soluciones basadas en datos, costes y fiabilidad para mejorar las estrategias de mantenimiento, aumentar la disponibilidad de los equipos y reducir riesgos operacionales.<\/p><p class=\"isSelectedEnd\"><strong>Ingenier\u00eda de calidad y control avanzado de procesos<\/strong><br \/>Desarrollamos proyectos de mejora avanzada de calidad mediante an\u00e1lisis estad\u00edstico, control de procesos y reducci\u00f3n de la variabilidad industrial.<\/p><p class=\"isSelectedEnd\"><strong>Optimizaci\u00f3n de repuestos e inventarios industriales<\/strong><br \/>Aplicamos modelos anal\u00edticos para definir pol\u00edticas \u00f3ptimas de aprovisionamiento, reducir costes de inventario y garantizar la disponibilidad de piezas cr\u00edticas.<\/p><p class=\"isSelectedEnd\"><strong>Inteligencia artificial y Machine Learning industrial<\/strong><br \/>Evaluamos, validamos y desarrollamos algoritmos de aprendizaje autom\u00e1tico orientados a aplicaciones reales de mantenimiento, producci\u00f3n y optimizaci\u00f3n industrial.<\/p><p class=\"isSelectedEnd\"><strong>Excelencia operacional y mejora de procesos<\/strong><br \/>Integramos metodolog\u00edas Lean, VSM, Makigami y herramientas avanzadas de mejora continua para optimizar flujos de trabajo y aumentar la eficiencia organizacional.<\/p><p>Nuestra propuesta combina la experiencia de ingenier\u00eda con el potencial de la ciencia de datos para crear soluciones industriales pr\u00e1cticas, fiables y orientadas a resultados.<\/p><p>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5cf9d5c e-con-full e-flex e-con e-child\" data-id=\"5cf9d5c\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f572edf e-flex e-con-boxed e-con e-parent\" data-id=\"f572edf\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-591af28 e-con-full e-flex e-con e-child\" data-id=\"591af28\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6201c3e e-con-full e-flex e-con e-child\" data-id=\"6201c3e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aaee71b elementor-widget elementor-widget-heading\" data-id=\"aaee71b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Proyectos destacados dentro de la lista de los estudios realizados<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff4cef2 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"ff4cef2\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Optimizaci\u00f3n de f\u00f3rmulas de alimentos para animales<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Desarrollo de envases con alto contenido emocional utilizando m\u00e9todos de Ingenier\u00eda Kansei<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Optimizaci\u00f3n de par\u00e1metros de envasado de refrescos de gran consumo<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Optimizaci\u00f3n de capas de tratamiento t\u00e9rmico para pistones de motores de autos de alta gama<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Desarrollo de yogurt emocional (kansei) con polen<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Algoritmos machine Learning para mantenimiento predictivo de molinos de bolas<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Optimizaci\u00f3n de planes de mantenimiento con m\u00e9todos de investigaci\u00f3n operacionaly estad\u00edstica avanzada<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a1fa16 elementor-widget elementor-widget-heading\" data-id=\"4a1fa16\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Director de proyectos<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c38cb7 e-con-full e-flex e-con e-child\" data-id=\"4c38cb7\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-355ac16 e-flex e-con-boxed e-con e-parent\" data-id=\"355ac16\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e8b1bf0 e-con-full e-flex e-con e-child\" data-id=\"e8b1bf0\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fcfaf4a e-con-full e-flex e-con e-child\" data-id=\"fcfaf4a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-97f0b17 elementor-widget elementor-widget-image\" data-id=\"97f0b17\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"861\" height=\"1013\" src=\"https:\/\/apsoluti.com.co\/contents\/wp-content\/uploads\/2026\/05\/FOTO-RENE-2025.png\" class=\"attachment-large size-large wp-image-2907\" alt=\"\" srcset=\"https:\/\/apsoluti.com.co\/contents\/wp-content\/uploads\/2026\/05\/FOTO-RENE-2025.png 861w, https:\/\/apsoluti.com.co\/contents\/wp-content\/uploads\/2026\/05\/FOTO-RENE-2025-255x300.png 255w, https:\/\/apsoluti.com.co\/contents\/wp-content\/uploads\/2026\/05\/FOTO-RENE-2025-768x904.png 768w\" sizes=\"(max-width: 861px) 100vw, 861px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-46ae519 e-con-full e-flex e-con e-child\" data-id=\"46ae519\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6407a9d elementor-widget elementor-widget-heading\" data-id=\"6407a9d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hector Ren\u00e9 Alvarez Laverde<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-240529f elementor-widget elementor-widget-text-editor\" data-id=\"240529f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tLicenciado en Matem\u00e1ticas por la Universidad Nacional de Colombia. Maestr\u00eda en Estad\u00edstica. Maestr\u00eda en\u00a0 Direcci\u00f3n de Producci\u00f3n. Doctor (Ph.D) en Ingenier\u00eda Industrial (Ciencia de datos aplicada a la industria) por la Universidad Polit\u00e9cnica de Catalu\u00f1a.<br><br>\n\nRecibi\u00f3 entrenamiento como cient\u00edfico de datos industriales en la empresa Fuji Xerox de Jap\u00f3n. Formador experto en RAM 4.0 y RCM. <br><br>Ha desarrollado proyectos de digitalizaci\u00f3n, Machine Learning para Mantenimiento Predictivo y ha desarrollado proyectos diversos en ciencia de datos en sectores como industria petrolera, sider\u00fargica, alimentaci\u00f3n, bebidas, cosm\u00e9tica, cuidado personal, papel, automotriz, qu\u00edmica y tecnolog\u00eda. Director del programa de Ingenier\u00eda Avanzada Predictiva en AI Predictive de Europa.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a4c0b0d e-con-full e-flex e-con e-child\" data-id=\"a4c0b0d\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8dc0ff e-flex e-con-boxed e-con e-parent\" data-id=\"a8dc0ff\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8f7f829 e-con-full e-flex e-con e-child\" data-id=\"8f7f829\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eca0780 e-con-full e-flex e-con e-child\" data-id=\"eca0780\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f70519 elementor-widget elementor-widget-heading\" data-id=\"0f70519\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cont\u00e1ctanos ..<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3c007d elementor-widget elementor-widget-text-editor\" data-id=\"d3c007d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Si buscas consultor\u00eda especializada para tus proyecto IA industrial y m\u00e9todos avanzados matem\u00e1ticos y\/o estad\u00edsticos para resolver problemas industriales conversemos y exploremos posibilidades de innovaci\u00f3n en su empresa con nuestros aportes tecnol\u00f3gicos y ciencias de datos avanzada.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50146a7 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"50146a7\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/academia-tpm.com\/plataforma\/contactos_apsoluti\/\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Cont\u00e1ctanos ....<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-090203a e-con-full e-flex e-con e-child\" data-id=\"090203a\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1062b8e e-flex e-con-boxed e-con e-parent\" data-id=\"1062b8e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-006da3d e-con-full e-flex e-con e-child\" data-id=\"006da3d\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7b82871 e-con-full e-flex e-con e-child\" data-id=\"7b82871\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ESTUDIOS ESPECIALIZADOS EN ANAL\u00cdTICA INDUSTRIAL Ciencia de Datos aplicada a la industria Ingenier\u00eda, anal\u00edtica e inteligencia artificial para optimizar operaciones [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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