{"id":5329,"date":"2025-08-18T10:09:06","date_gmt":"2025-08-18T10:09:06","guid":{"rendered":"https:\/\/emdsol.com\/?page_id=5329"},"modified":"2025-08-21T05:46:44","modified_gmt":"2025-08-21T05:46:44","slug":"ai_new","status":"publish","type":"page","link":"https:\/\/emdsol.com\/?page_id=5329","title":{"rendered":"AI Powered Solutions"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5329\" class=\"elementor elementor-5329\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-414f0679 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no elementor-invisible\" data-id=\"414f0679\" data-element_type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-516e7ce1\" data-id=\"516e7ce1\" 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-6961a7d4 elementor-widget elementor-widget-heading\" data-id=\"6961a7d4\" 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\">AI-Powered Solutions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16a8f1fe elementor-widget elementor-widget-text-editor\" data-id=\"16a8f1fe\" 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>We design and deploy AI-powered visual inspection and activity recognition solutions that elevate manufacturing to Industry 4.0 standards. Our optimized models run efficiently on microcontrollers, SBCs, and specialized hardware, enabling defect detection, product classification, human activity monitoring, and audio-based intelligence in real time.<\/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-c905d1b elementor-widget elementor-widget-button\" data-id=\"c905d1b\" 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:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/AI-service.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-download1\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Brochure<\/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\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-5edcc5d\" data-id=\"5edcc5d\" 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-481823b0 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"481823b0\" 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=\"366\" height=\"450\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21.jpg\" class=\"attachment-large size-large wp-image-3296\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21.jpg 366w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21-244x300.jpg 244w\" sizes=\"(max-width: 366px) 100vw, 366px\" \/>\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\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-28179469 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no elementor-invisible e-con e-parent\" data-id=\"28179469\" data-element_type=\"container\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c285183 elementor-widget elementor-widget-elementskit-heading\" data-id=\"1c285183\" data-element_type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Why Choose Us<\/h2><div class=\"ekit_heading_separetor_wraper ekit_heading_elementskit-border-divider\"><div class=\"elementskit-border-divider\"><\/div><\/div>\t\t\t\t<div class='ekit-heading__description'>\n\t\t\t\t\t<p>Expertise That Transforms Ideas into Market-Ready Solutions<\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6e157293 e-con-full e-grid wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"6e157293\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69845517 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"69845517\" data-element_type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text- text-left icon-lef-right-aligin elementor-animation- media  \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  text-center\">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon icon icon-brain\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Proven Expertise in Industrial AI                <\/h3>\n                        \t\t  \t<p>We build AI-driven visual inspection systems for defect detection, product classification, and Industry 4.0 compliance.<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3012dbd4 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"3012dbd4\" data-element_type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text- text-left icon-lef-right-aligin elementor-animation- media  \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  text-center\">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon icon icon-Computer\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Hardware-Optimized AI Models                <\/h3>\n                        \t\t  \t<p>We design fast, lightweight artificial intelligence models for microcontrollers and edge platforms like Ambarella, NVIDIA, and Rockchip.<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23fb9c59 ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"23fb9c59\" data-element_type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text- text-left icon-lef-right-aligin elementor-animation- media  \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  text-center\">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon icon icon-handshake\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    End-to-End AI Solutions                <\/h3>\n                        \t\t  \t<p>We deliver complete AI workflows from vision to audio using models like MoveNet, PoseNet, and sound classification.<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38234ead ekit-equal-height-disable elementor-widget elementor-widget-elementskit-icon-box\" data-id=\"38234ead\" data-element_type=\"widget\" data-widget_type=\"elementskit-icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >        <!-- link opening -->\n                <!-- end link opening -->\n\n        <div class=\"elementskit-infobox text- text-left icon-lef-right-aligin elementor-animation- media  \">\n                    <div class=\"elementskit-box-header elementor-animation-\">\n                <div class=\"elementskit-info-box-icon  text-center\">\n                    <i aria-hidden=\"true\" class=\"elementkit-infobox-icon icon icon-Design-2\"><\/i>\n                <\/div>\n          <\/div>\n                        <div class=\"box-body\">\n                            <h3 class=\"elementskit-info-box-title\">\n                    Scalable &amp; Future-Ready Designs                <\/h3>\n                        \t\t  \t<p>Our AI solutions seamlessly scale across production lines, factories, and platforms to ensure long-term flexibility and growth.<\/p>\n                                <\/div>\n        \n        \n                <\/div>\n        <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-50009a6e2 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"50009a6e2\" 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-383c0288 elementor-hidden-tablet elementor-hidden-mobile\" data-id=\"383c0288\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-7a3020e\" data-id=\"7a3020e\" 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-1dc50fb elementor-widget elementor-widget-heading\" data-id=\"1dc50fb\" 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\">AI-Powered Automation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2117182a elementor-widget__width-initial wpr-advanced-accordion-icon-side-box elementor-widget elementor-widget-wpr-advanced-accordion\" data-id=\"2117182a\" data-element_type=\"widget\" data-settings=\"{&quot;active_item&quot;:0}\" data-widget_type=\"wpr-advanced-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n            <div class=\"wpr-advanced-accordion\" data-accordion-type=\"accordion\" data-active-index=\"0\" data-accordion-trigger=\"click\" data-interaction-speed=\"0.4\">\n\n\t\t\t\n                \n\t\t\t\t\t<div class=\"wpr-accordion-item-wrap\">\n\t\t\t\t\t\t<button class=\"wpr-acc-button\">\n\t\t\t\t\t\t\t<span class=\"wpr-acc-item-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-icon-box\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-title-icon\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"wpr-acc-title-text\">Custom AI & ML Solutions<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-close\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-open\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/button>\n\n\t\t\t\t\t\t<div class=\"wpr-acc-panel\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-panel-content\"><p>We specialize in delivering premium, tailor-made artificial intelligence (AI) and machine learning (ML) solutions that solve real business problems, improve efficiency, and unlock new opportunities.<\/p><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                    <\/div>\n\n                \n\t\t\t\t\t<div class=\"wpr-accordion-item-wrap\">\n\t\t\t\t\t\t<button class=\"wpr-acc-button\">\n\t\t\t\t\t\t\t<span class=\"wpr-acc-item-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-icon-box\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-title-icon\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"wpr-acc-title-text\">AI Strategy & Consulting<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-close\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-open\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/button>\n\n\t\t\t\t\t\t<div class=\"wpr-acc-panel\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-panel-content\"><p>We help organizations adopt, scale, and maximize the value of AI. Our consulting ensures technology aligns with your business goals.<\/p><p><strong>Our Services:<\/strong><\/p><ul><li><strong>AI Readiness Assessment<\/strong> \u2013 Evaluate infrastructure, data maturity, and team preparedness.<\/li><li><strong>Use Case Identification<\/strong> \u2013 Discover high-value AI applications specific to your industry.<\/li><li><strong>Solution Architecture Design<\/strong> \u2013 Define scalable pipelines, integrations, and deployment strategies.<\/li><li><strong>Proof of Concept (PoC)<\/strong> \u2013 Quickly prototype and validate before full-scale rollout.<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                    <\/div>\n\n                \n\t\t\t\t\t<div class=\"wpr-accordion-item-wrap\">\n\t\t\t\t\t\t<button class=\"wpr-acc-button\">\n\t\t\t\t\t\t\t<span class=\"wpr-acc-item-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-icon-box\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-title-icon\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"wpr-acc-title-text\">Machine Learning Development<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-close\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-open\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/button>\n\n\t\t\t\t\t\t<div class=\"wpr-acc-panel\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-panel-content\"><p>We design, train, and deploy intelligent ML systems to enable smarter decisions and automation.<\/p><p><strong>Capabilities:<\/strong><\/p><ul><li>Supervised, Unsupervised &amp; Reinforcement Learning Predictive Analytics &amp; Forecasting<\/li><li>Recommendation Systems (collaborative, content-based, hybrid)<\/li><li>Natural Language Processing (NLP) for chatbots, and sentiment classification<\/li><li>Computer Vision (image\/video analysis, OCR)<\/li><li>Anomaly Detection for fraud, monitoring, predictive maintenance<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                    <\/div>\n\n                \n\t\t\t\t\t<div class=\"wpr-accordion-item-wrap\">\n\t\t\t\t\t\t<button class=\"wpr-acc-button\">\n\t\t\t\t\t\t\t<span class=\"wpr-acc-item-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-icon-box\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-title-icon\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"wpr-acc-title-text\">NLP & Conversational AI<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-close\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-open\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/button>\n\n\t\t\t\t\t\t<div class=\"wpr-acc-panel\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-panel-content\"><p>We build language-intelligent systems that understand, generate, and interact naturally.<\/p><p>\u00a0<\/p><p><strong>Services:<\/strong><\/p><ul><li>Chatbots &amp; Virtual Assistants for customer support &amp; automation<\/li><li>Text Classification &amp; Sentiment Analysis for feedback and brand monitoring<\/li><li>Document Summarization (extractive &amp; abstractive)<\/li><li>Speech-to-Text &amp; Text-to-Speech with multilingual support<\/li><li>Cross-lingual &amp; Multilingual NLP for global engagement<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                    <\/div>\n\n                \n\t\t\t\t\t<div class=\"wpr-accordion-item-wrap\">\n\t\t\t\t\t\t<button class=\"wpr-acc-button\">\n\t\t\t\t\t\t\t<span class=\"wpr-acc-item-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-icon-box\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-title-icon\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"wpr-acc-title-text\">Computer Vision & Image Processing<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-close\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-open\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/button>\n\n\t\t\t\t\t\t<div class=\"wpr-acc-panel\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-panel-content\"><p>Extract powerful insights from images and videos with our CV expertise.<\/p><p>\u00a0<\/p><p><strong>Applications:<\/strong><\/p><ul><li>Face Recognition &amp; Biometric Authentication<\/li><li>Object Detection &amp; Tracking (YOLO, SSD, DeepSORT)<\/li><li>Image Segmentation &amp; Enhancement<\/li><li>Medical Imaging AI (radiology, pathology, microscopy)<\/li><li>Video Analytics &amp; Smart Surveillance<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                    <\/div>\n\n                \n\t\t\t\t\t<div class=\"wpr-accordion-item-wrap\">\n\t\t\t\t\t\t<button class=\"wpr-acc-button\">\n\t\t\t\t\t\t\t<span class=\"wpr-acc-item-title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-icon-box\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-title-icon\">\n\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<span class=\"wpr-acc-title-text\">AI for IoT & Edge AI<\/span>\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-close\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t<span class=\"wpr-toggle-icon wpr-ti-open\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/button>\n\n\t\t\t\t\t\t<div class=\"wpr-acc-panel\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"wpr-acc-panel-content\"><p>Bring intelligence closer to devices for real-time, low-latency decision making.<\/p><p>\u00a0<\/p><p><strong>Key Services:<\/strong><\/p><ul><li>Real-Time Edge Inference on MCUs &amp; edge devices<\/li><li>Smart Sensors &amp; Local Analytics for IoT<\/li><li>Predictive Maintenance for Industry 4.0<\/li><li>IoT Data Processing (time-series, telemetry, environment data)<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n                    <\/div>\n\n                            <\/div>\n        \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-25f6d5c8 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"25f6d5c8\" data-element_type=\"container\" id=\"xs_client_4\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-274f8b80 elementor-widget elementor-widget-elementskit-heading\" data-id=\"274f8b80\" data-element_type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Core Tools &amp; Frameworks<\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7ba707 elementor-widget elementor-widget-elementskit-client-logo\" data-id=\"b7ba707\" data-element_type=\"widget\" data-widget_type=\"elementskit-client-logo.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\t\t<div class=\"elementskit-clients-slider slider-dotted arrow_inside dot_dotted hover_from_bottom banner_logo_image\" data-config=\"{&quot;rtl&quot;:false,&quot;arrows&quot;:true,&quot;dots&quot;:true,&quot;autoplay&quot;:true,&quot;speed&quot;:1000,&quot;slidesPerView&quot;:5,&quot;slidesPerGroup&quot;:5,&quot;pauseOnHover&quot;:true,&quot;loop&quot;:false,&quot;breakpoints&quot;:{&quot;320&quot;:{&quot;slidesPerView&quot;:1,&quot;slidesPerGroup&quot;:1,&quot;spaceBetween&quot;:10},&quot;768&quot;:{&quot;slidesPerView&quot;:2,&quot;slidesPerGroup&quot;:1,&quot;spaceBetween&quot;:10},&quot;1024&quot;:{&quot;slidesPerView&quot;:5,&quot;slidesPerGroup&quot;:5,&quot;spaceBetween&quot;:16}}}\" data-direction=\"hover_from_bottom\">\n\t\t\t<div class=\"ekit-main-swiper swiper\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div 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class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #2\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pytorch.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pytorch.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pytorch-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pytorch.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pytorch.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pytorch-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #3\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/scikit-2.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/scikit-2.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/scikit-2-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/scikit-2.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/scikit-2.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/scikit-2-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/onnx.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/onnx.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/onnx-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/onnx.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/onnx.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/onnx-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #5\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/tensorrt-2.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/tensorrt-2.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/tensorrt-2-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/tensorrt-2.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/tensorrt-2.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/tensorrt-2-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #2\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/opencv.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/opencv.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/opencv-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/opencv.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/opencv.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/opencv-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"Title #4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/spacy-1.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/spacy-1.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/spacy-1-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/spacy-1.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/spacy-1.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/spacy-1-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/transformers.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/transformers.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/transformers-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/transformers.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/transformers.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/transformers-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/deepstream.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/deepstream.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/deepstream-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/deepstream.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/deepstream.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/deepstream-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/gstreamer.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/gstreamer.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/gstreamer-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/gstreamer.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/gstreamer.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/gstreamer-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/webrtc.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/webrtc.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/webrtc-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/webrtc.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/webrtc.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/webrtc-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/docker.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/docker.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/docker-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/docker.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/docker.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/docker-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/Kubernetes.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/Kubernetes.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/Kubernetes-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/Kubernetes.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/Kubernetes.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/Kubernetes-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/aws-sage.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/aws-sage.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/aws-sage-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/aws-sage.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/aws-sage.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/aws-sage-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/azure-ml.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/azure-ml.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/azure-ml-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/azure-ml.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/azure-ml.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/azure-ml-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/vertex.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/vertex.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/vertex-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/vertex.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/vertex.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/vertex-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementskit-client-slider-item swiper-slide \">\n\t\t\t\t\t\t\t<div class=\"swiper-slide-inner\">\n\t\t\t\t\t\t\t\t<div class=\"single-client image-switcher\" title=\"List Title\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"content-image\">\n\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/mlflow.png\" class=\"main-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/mlflow.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/mlflow-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><img loading=\"lazy\" decoding=\"async\" width=\"313\" height=\"169\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/mlflow.png\" class=\"hover-image\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/mlflow.png 313w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/mlflow-300x162.png 300w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-navigation-button swiper-button-prev\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-left-arrow\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-navigation-button swiper-button-next\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-arrow-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div><!-- .elementskit-clients-slider END -->\n\t\t<\/div>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1811d5c3 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no\" data-id=\"1811d5c3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5ff9564e\" data-id=\"5ff9564e\" 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-446ea418 elementor-widget elementor-widget-heading\" data-id=\"446ea418\" 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\">Supported Platforms<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-377f4ef0 elementor-align-left elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"377f4ef0\" 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\">ESP32 \/ STM32 (microcontrollers)<\/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\">Raspberry Pi (RPI 4 \/ CM4)<\/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\">NVIDIA Jetson (Nano \/ Xavier \/ Orin)<\/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\">Google Coral Edge TPU<\/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\">Qualcomm Snapdragon \/ Ambarella SoCs<\/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\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-71157f6a\" data-id=\"71157f6a\" 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-25ab3e15 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"25ab3e15\" 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 loading=\"lazy\" decoding=\"async\" width=\"932\" height=\"779\" src=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/07\/Illustration-2.jpg\" class=\"attachment-large size-large wp-image-3024\" alt=\"\" srcset=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/07\/Illustration-2.jpg 932w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/07\/Illustration-2-300x251.jpg 300w, https:\/\/emdsol.com\/wp-content\/uploads\/2025\/07\/Illustration-2-768x642.jpg 768w\" sizes=\"(max-width: 932px) 100vw, 932px\" \/>\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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI-Powered Solutions We design and deploy AI-powered visual inspection and activity recognition solutions that elevate manufacturing to Industry 4.0 standards. Our optimized models run efficiently on microcontrollers, SBCs, and specialized hardware, enabling defect detection, product classification, human activity monitoring, and audio-based intelligence in real time. Download Brochure Why Choose Us Expertise That Transforms Ideas into Market-Ready Solutions Proven Expertise in Industrial AI We build AI-driven visual inspection systems for defect detection, product classification, and Industry 4.0 compliance. Hardware-Optimized AI Models We design fast, lightweight artificial intelligence models for microcontrollers and edge platforms like Ambarella, NVIDIA, and Rockchip. End-to-End AI Solutions We deliver complete AI workflows from vision to audio using models like MoveNet, PoseNet, and sound classification. Scalable &amp; Future-Ready Designs Our AI solutions seamlessly scale across production lines, factories, and platforms to ensure long-term flexibility and growth. AI-Powered Automation Custom AI &#038; ML Solutions We specialize in delivering premium, tailor-made artificial intelligence (AI) and machine learning (ML) solutions that solve real business problems, improve efficiency, and unlock new opportunities. AI Strategy &#038; Consulting We help organizations adopt, scale, and maximize the value of AI. Our consulting ensures technology aligns with your business goals. Our Services: AI Readiness Assessment \u2013 Evaluate infrastructure, data maturity, and team preparedness. Use Case Identification \u2013 Discover high-value AI applications specific to your industry. Solution Architecture Design \u2013 Define scalable pipelines, integrations, and deployment strategies. Proof of Concept (PoC) \u2013 Quickly prototype and validate before full-scale rollout. Machine Learning Development We design, train, and deploy intelligent ML systems to enable smarter decisions and automation. Capabilities: Supervised, Unsupervised &amp; Reinforcement Learning Predictive Analytics &amp; Forecasting Recommendation Systems (collaborative, content-based, hybrid) Natural Language Processing (NLP) for chatbots, and sentiment classification Computer Vision (image\/video analysis, OCR) Anomaly Detection for fraud, monitoring, predictive maintenance NLP &#038; Conversational AI We build language-intelligent systems that understand, generate, and interact naturally. \u00a0 Services: Chatbots &amp; Virtual Assistants for customer support &amp; automation Text Classification &amp; Sentiment Analysis for feedback and brand monitoring Document Summarization (extractive &amp; abstractive) Speech-to-Text &amp; Text-to-Speech with multilingual support Cross-lingual &amp; Multilingual NLP for global engagement Computer Vision &#038; Image Processing Extract powerful insights from images and videos with our CV expertise. \u00a0 Applications: Face Recognition &amp; Biometric Authentication Object Detection &amp; Tracking (YOLO, SSD, DeepSORT) Image Segmentation &amp; Enhancement Medical Imaging AI (radiology, pathology, microscopy) Video Analytics &amp; Smart Surveillance AI for IoT &#038; Edge AI Bring intelligence closer to devices for real-time, low-latency decision making. \u00a0 Key Services: Real-Time Edge Inference on MCUs &amp; edge devices Smart Sensors &amp; Local Analytics for IoT Predictive Maintenance for Industry 4.0 IoT Data Processing (time-series, telemetry, environment data) Core Tools &amp; Frameworks Supported Platforms ESP32 \/ STM32 (microcontrollers) Raspberry Pi (RPI 4 \/ CM4) NVIDIA Jetson (Nano \/ Xavier \/ Orin) Google Coral Edge TPU Qualcomm Snapdragon \/ Ambarella SoCs<\/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":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-5329","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Powered Solutions - EMDSOL Pvt Ltd<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/emdsol.com\/?page_id=5329\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Powered Solutions - EMDSOL Pvt Ltd\" \/>\n<meta property=\"og:description\" content=\"AI-Powered Solutions We design and deploy AI-powered visual inspection and activity recognition solutions that elevate manufacturing to Industry 4.0 standards. Our optimized models run efficiently on microcontrollers, SBCs, and specialized hardware, enabling defect detection, product classification, human activity monitoring, and audio-based intelligence in real time. Download Brochure Why Choose Us Expertise That Transforms Ideas into Market-Ready Solutions Proven Expertise in Industrial AI We build AI-driven visual inspection systems for defect detection, product classification, and Industry 4.0 compliance. Hardware-Optimized AI Models We design fast, lightweight artificial intelligence models for microcontrollers and edge platforms like Ambarella, NVIDIA, and Rockchip. End-to-End AI Solutions We deliver complete AI workflows from vision to audio using models like MoveNet, PoseNet, and sound classification. Scalable &amp; Future-Ready Designs Our AI solutions seamlessly scale across production lines, factories, and platforms to ensure long-term flexibility and growth. AI-Powered Automation Custom AI &#038; ML Solutions We specialize in delivering premium, tailor-made artificial intelligence (AI) and machine learning (ML) solutions that solve real business problems, improve efficiency, and unlock new opportunities. AI Strategy &#038; Consulting We help organizations adopt, scale, and maximize the value of AI. Our consulting ensures technology aligns with your business goals. Our Services: AI Readiness Assessment \u2013 Evaluate infrastructure, data maturity, and team preparedness. Use Case Identification \u2013 Discover high-value AI applications specific to your industry. Solution Architecture Design \u2013 Define scalable pipelines, integrations, and deployment strategies. Proof of Concept (PoC) \u2013 Quickly prototype and validate before full-scale rollout. Machine Learning Development We design, train, and deploy intelligent ML systems to enable smarter decisions and automation. Capabilities: Supervised, Unsupervised &amp; Reinforcement Learning Predictive Analytics &amp; Forecasting Recommendation Systems (collaborative, content-based, hybrid) Natural Language Processing (NLP) for chatbots, and sentiment classification Computer Vision (image\/video analysis, OCR) Anomaly Detection for fraud, monitoring, predictive maintenance NLP &#038; Conversational AI We build language-intelligent systems that understand, generate, and interact naturally. \u00a0 Services: Chatbots &amp; Virtual Assistants for customer support &amp; automation Text Classification &amp; Sentiment Analysis for feedback and brand monitoring Document Summarization (extractive &amp; abstractive) Speech-to-Text &amp; Text-to-Speech with multilingual support Cross-lingual &amp; Multilingual NLP for global engagement Computer Vision &#038; Image Processing Extract powerful insights from images and videos with our CV expertise. \u00a0 Applications: Face Recognition &amp; Biometric Authentication Object Detection &amp; Tracking (YOLO, SSD, DeepSORT) Image Segmentation &amp; Enhancement Medical Imaging AI (radiology, pathology, microscopy) Video Analytics &amp; Smart Surveillance AI for IoT &#038; Edge AI Bring intelligence closer to devices for real-time, low-latency decision making. \u00a0 Key Services: Real-Time Edge Inference on MCUs &amp; edge devices Smart Sensors &amp; Local Analytics for IoT Predictive Maintenance for Industry 4.0 IoT Data Processing (time-series, telemetry, environment data) Core Tools &amp; Frameworks Supported Platforms ESP32 \/ STM32 (microcontrollers) Raspberry Pi (RPI 4 \/ CM4) NVIDIA Jetson (Nano \/ Xavier \/ Orin) Google Coral Edge TPU Qualcomm Snapdragon \/ Ambarella SoCs\" \/>\n<meta property=\"og:url\" content=\"https:\/\/emdsol.com\/?page_id=5329\" \/>\n<meta property=\"og:site_name\" content=\"EMDSOL Pvt Ltd\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/profile.php?id=61567363820672\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-21T05:46:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/emdsol.com\/?page_id=5329\",\"url\":\"https:\/\/emdsol.com\/?page_id=5329\",\"name\":\"AI Powered Solutions - EMDSOL Pvt Ltd\",\"isPartOf\":{\"@id\":\"\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/emdsol.com\/?page_id=5329#primaryimage\"},\"image\":{\"@id\":\"https:\/\/emdsol.com\/?page_id=5329#primaryimage\"},\"thumbnailUrl\":\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21.jpg\",\"datePublished\":\"2025-08-18T10:09:06+00:00\",\"dateModified\":\"2025-08-21T05:46:44+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/emdsol.com\/?page_id=5329#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/emdsol.com\/?page_id=5329\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/emdsol.com\/?page_id=5329#primaryimage\",\"url\":\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21.jpg\",\"contentUrl\":\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/08\/pic-21.jpg\",\"width\":366,\"height\":450},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/emdsol.com\/?page_id=5329#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/emdsol.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Powered Solutions\"}]},{\"@type\":\"WebSite\",\"@id\":\"\/#website\",\"url\":\"\/\",\"name\":\"EMDSOL\",\"description\":\"Embedded Linux | Firmware | AI | IoT\",\"publisher\":{\"@id\":\"\/#organization\"},\"alternateName\":\"Embedded Digital Solutions\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"\/#organization\",\"name\":\"EMDSOL\",\"url\":\"\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/07\/emdsol_logo-e1755079986686.png\",\"contentUrl\":\"https:\/\/emdsol.com\/wp-content\/uploads\/2025\/07\/emdsol_logo-e1755079986686.png\",\"width\":361,\"height\":353,\"caption\":\"EMDSOL\"},\"image\":{\"@id\":\"\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/profile.php?id=61567363820672\",\"https:\/\/www.linkedin.com\/company\/emdsol-pvt-ltd\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI Powered Solutions - EMDSOL Pvt Ltd","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/emdsol.com\/?page_id=5329","og_locale":"en_US","og_type":"article","og_title":"AI Powered Solutions - EMDSOL Pvt Ltd","og_description":"AI-Powered Solutions We design and deploy AI-powered visual inspection and activity recognition solutions that elevate manufacturing to Industry 4.0 standards. Our optimized models run efficiently on microcontrollers, SBCs, and specialized hardware, enabling defect detection, product classification, human activity monitoring, and audio-based intelligence in real time. Download Brochure Why Choose Us Expertise That Transforms Ideas into Market-Ready Solutions Proven Expertise in Industrial AI We build AI-driven visual inspection systems for defect detection, product classification, and Industry 4.0 compliance. Hardware-Optimized AI Models We design fast, lightweight artificial intelligence models for microcontrollers and edge platforms like Ambarella, NVIDIA, and Rockchip. End-to-End AI Solutions We deliver complete AI workflows from vision to audio using models like MoveNet, PoseNet, and sound classification. Scalable &amp; Future-Ready Designs Our AI solutions seamlessly scale across production lines, factories, and platforms to ensure long-term flexibility and growth. AI-Powered Automation Custom AI &#038; ML Solutions We specialize in delivering premium, tailor-made artificial intelligence (AI) and machine learning (ML) solutions that solve real business problems, improve efficiency, and unlock new opportunities. AI Strategy &#038; Consulting We help organizations adopt, scale, and maximize the value of AI. Our consulting ensures technology aligns with your business goals. Our Services: AI Readiness Assessment \u2013 Evaluate infrastructure, data maturity, and team preparedness. Use Case Identification \u2013 Discover high-value AI applications specific to your industry. Solution Architecture Design \u2013 Define scalable pipelines, integrations, and deployment strategies. Proof of Concept (PoC) \u2013 Quickly prototype and validate before full-scale rollout. Machine Learning Development We design, train, and deploy intelligent ML systems to enable smarter decisions and automation. 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