{"id":12,"date":"2024-11-04T06:04:41","date_gmt":"2024-11-04T06:04:41","guid":{"rendered":"https:\/\/demolinks2.com\/vinay-kumar\/?page_id=12"},"modified":"2025-02-25T13:40:33","modified_gmt":"2025-02-25T13:40:33","slug":"what-we-do","status":"publish","type":"page","link":"https:\/\/demolinks2.com\/vinay-kumar\/what-we-do\/","title":{"rendered":"What We Do"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInRight&#8221; woodmart_css_id=&#8221;6728c46f82a4c&#8221; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzI4YzQ2ZjgyYTRjIiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243;][vc_column]\t\t\t<link rel=\"stylesheet\" id=\"wd-section-title-css\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/themes\/woodmart\/css\/parts\/el-section-title.min.css?ver=7.4.3\" type=\"text\/css\" media=\"all\" \/> \t\t\t\t\t\t<link rel=\"stylesheet\" id=\"wd-mod-highlighted-text-css\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/themes\/woodmart\/css\/parts\/mod-highlighted-text.min.css?ver=7.4.3\" type=\"text\/css\" media=\"all\" \/> \t\t\t\n\t\t<div id=\"wd-67bdc841838d1\" class=\"title-wrapper wd-wpb set-mb-s reset-last-child  wd-rs-67bdc841838d1 wd-title-color-default wd-title-style-default text-center  wd-underline-colored\">\n\t\t\t\n\t\t\t<div class=\"liner-continer\">\n\t\t\t\t<h2 class=\"woodmart-title-container title  wd-font-weight- wd-fontsize-l\" >Our Services<\/h2>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"title-after_title  set-cont-mb-s reset-last-child  wd-fontsize-xs\">At Manovega, we offer a diverse range of AI-driven services designed to help businesses navigate the complexities of modern technology and unlock their full potential. Our innovative solutions guarantee that businesses may successfully, legally, and financially leverage AI.<\/div>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\t\t\n\t\t[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInRight&#8221; el_id=&#8221;cpt-row2x&#8221; woodmart_css_id=&#8221;6728c46f82a4c&#8221; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzI4YzQ2ZjgyYTRjIiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243;][vc_column width=&#8221;1\/4&#8243;]\t\t\t<link rel=\"stylesheet\" id=\"wd-info-box-css\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/themes\/woodmart\/css\/parts\/el-info-box.min.css?ver=7.4.3\" type=\"text\/css\" media=\"all\" \/> \t\t\t\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc6df4fdb1\" class=\" wd-rs-67bdc6df4fdb1 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f4.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">LLM evaluation<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Enhancing AI Model Performance<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">We thoroughly evaluate Large Language Models (LLMs) to make sure they fulfill the highest standards for accuracy, effectiveness, and reliability. Our professional evaluations assist companies in optimizing AI models for increased scalability, reduced biases, and better real-world application. <\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/llm-model-evaluation\/\" title=\"LLM Model Evaluation\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc6c4a6b45\" class=\" wd-rs-67bdc6c4a6b45 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f10.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">LLM training<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Optimizing AI for Your Business Needs<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">Custom LLM training is our area of expertise, and we adapt AI models to meet certain business requirements. Our method improves response accuracy, context recognition, and understanding of language, guaranteeing that your AI system provides end users with more intelligent and relevant interactions. <\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/llm-training\/\" title=\"LLM Training\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc6fea84ee\" class=\" wd-rs-67bdc6fea84ee wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"60\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f11.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Multimodality<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Bridging the Gap Between Text, Images &amp; Beyond<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">AI is expanding beyond text! To build flexible and incredibly effective AI systems, we combine many data forms, such as text, images, audio, and video. More dynamic interactions are made possible by our multimodal AI solutions, which let businesses create complete and user-friendly digital experiences.<\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/multimodality\/\" title=\"Multimodality\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc709ee80c\" class=\" wd-rs-67bdc709ee80c wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f12.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">LLM factuality<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Ensuring Trustworthy AI-Generated Content<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">With the increasing reliance on AI-generated content, maintaining accuracy and credibility is essential. Our LLM factuality solutions are intended to minimize false information, rectify errors produced by artificial intelligence, and guarantee the delivery of reliable, verifiable, and fact-based information. <\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/llm-factuality\/\" title=\"LLM Factuality\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInLeft&#8221; el_id=&#8221;cpt-row2x&#8221; woodmart_css_id=&#8221;6728c465c6a1b&#8221; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzI4YzQ2NWM2YTFiIiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243; css=&#8221;.vc_custom_1730724999655{margin-top: 40px !important;}&#8221;][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc7198464f\" class=\" wd-rs-67bdc7198464f wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f5.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Generative AI<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Redefining Creativity with AI-Powered Innovation<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">The creation of content is being transformed by generative AI. Our AI-powered solutions automate creative processes for text, images, videos, music, and even software code, enabling organizations to produce distinctive, high-quality content at scale while maintaining human-like imaginative thinking.<\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/generative-ai\/\" title=\"Generative AI\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc72816dca\" class=\" wd-rs-67bdc72816dca wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f6.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">AI\/Data Solutions<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Turning Data into Actionable Insights<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">Businesses need to make better decisions more quickly in the data-driven world of today. We assist companies in utilizing AI-powered analytics by offering data automation, real-time insights, and predictive analytics that turn unstructured data into strategic intelligence for expansion and effectiveness. <\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/ai-data\/\" title=\"AI\/Data\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc74c93d17\" class=\" wd-rs-67bdc74c93d17 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/F3.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Custom Engineering<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 AI Solutions Designed for Your Unique Challenges<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">Every business has different goals and challenges. For maximum impact, our unique AI engineering services guarantee that your AI-driven solutions are developed from the bottom up and perfectly integrate with your operational workflows, corporate strategy, and client needs.<\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/custom-engineering\/\" title=\"Custom Engineering\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-67bdc75ecf39a\" class=\" wd-rs-67bdc75ecf39a wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/s2.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">LLM Alignment &amp; Safety<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/p>\n<h4 style=\"margin-top: 0in;\"><b><span style=\"color: #0e101a;\">\u2013 Building Ethical, Fair &amp; Secure AI<\/span><\/b><\/h4>\n<p style=\"margin: 0in; margin-bottom: .0001pt;\"><span style=\"color: #0e101a;\">AI must be used responsibly. We ensure that AI models are aligned with ethical standards, regulatory requirements, and fairness principles. By preventing discrimination and improving transparency, our LLM alignment and safety protocols contribute to developing AI systems that function ethically, securely, and by industry best practices.<\/span><\/p>\n<p>\n<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"wd-info-box-link wd-fill\" aria-label=\"Infobox link\" href=\"https:\/\/demolinks2.com\/vinay-kumar\/llm-alignment-safety\/\" title=\"LLM alignment &amp; safety\"><\/a>\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInRight&#8221; disable_element=&#8221;yes&#8221; el_id=&#8221;cpt-row2x&#8221; woodmart_css_id=&#8221;672bf95f37127&#8243; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzJiZjk1ZjM3MTI3Iiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243;][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a82ef2285\" class=\" wd-rs-6728a82ef2285 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f4.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Model evaluation<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a83aa5625\" class=\" wd-rs-6728a83aa5625 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f10.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Coding<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a844e69cb\" class=\" wd-rs-6728a844e69cb wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"60\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f11.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Agents, functions, &amp; tooling<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a8638c1c9\" class=\" wd-rs-6728a8638c1c9 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f12.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Reasoning<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInLeft&#8221; disable_element=&#8221;yes&#8221; el_id=&#8221;cpt-row2x&#8221; woodmart_css_id=&#8221;672bf958c2389&#8243; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzJiZjk1OGMyMzg5Iiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243; css=&#8221;.vc_custom_1730935174699{margin-top: 40px !important;}&#8221;][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a86dd7955\" class=\" wd-rs-6728a86dd7955 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f5.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Multimodality<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a87bf3d07\" class=\" wd-rs-6728a87bf3d07 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f6.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Data analysis<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a887f2a1f\" class=\" wd-rs-6728a887f2a1f wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/F3.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Industry domain knowledge<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a891d883a\" class=\" wd-rs-6728a891d883a wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/s2.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">SFT, RLHF, &amp; DPO<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInRight&#8221; disable_element=&#8221;yes&#8221; el_id=&#8221;cpt-row2x&#8221; woodmart_css_id=&#8221;672bf94fde2a8&#8243; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzJiZjk0ZmRlMmE4Iiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243; css=&#8221;.vc_custom_1730935167887{margin-top: 40px !important;}&#8221;][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a89e69989\" class=\" wd-rs-6728a89e69989 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"59\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f1.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">STEM domain knowledge<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a8abdc77c\" class=\" wd-rs-6728a8abdc77c wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"60\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f7.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Factuality<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a8b97fdd9\" class=\" wd-rs-6728a8b97fdd9 wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"60\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f8.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Alignment &amp; safety<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][vc_column width=&#8221;1\/4&#8243;]\t\t\t<div class=\"info-box-wrapper\">\n\t\t\t\t<div id=\"wd-6728a8c624a2c\" class=\" wd-rs-6728a8c624a2c wd-info-box wd-wpb text-left box-icon-align-top box-style- color-scheme- wd-bg-none cpt-box1 \">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"box-icon-wrapper  box-with-icon box-icon-simple\">\n\t\t\t\t\t\t\t<div class=\"info-box-icon\">\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"59\" height=\"60\" src=\"https:\/\/demolinks2.com\/vinay-kumar\/wp-content\/uploads\/2024\/11\/f9.png\" class=\"attachment-full size-full\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"info-box-content\">\n\t\t\t\t\t\t<h4 class=\"info-box-title title box-title-style-default font-primary wd-fontsize-m\">Active Learning<\/h4>\t\t\t\t\t\t<div class=\"info-box-inner set-cont-mb-s reset-last-child\"><\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\n\t\t\t\t\t<style><\/style>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t[\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInRight&#8221; woodmart_css_id=&#8221;6728c46f82a4c&#8221; responsive_spacing=&#8221;eyJwYXJhbV90eXBlIjoid29vZG1hcnRfcmVzcG9uc2l2ZV9zcGFjaW5nIiwic2VsZWN0b3JfaWQiOiI2NzI4YzQ2ZjgyYTRjIiwic2hvcnRjb2RlIjoidmNfcm93IiwiZGF0YSI6eyJ0YWJsZXQiOnt9LCJtb2JpbGUiOnt9fX0=&#8221; mobile_bg_img_hidden=&#8221;no&#8221; tablet_bg_img_hidden=&#8221;no&#8221; woodmart_parallax=&#8221;0&#8243; woodmart_gradient_switch=&#8221;no&#8221; woodmart_box_shadow=&#8221;no&#8221; wd_z_index=&#8221;no&#8221; woodmart_disable_overflow=&#8221;0&#8243; row_reverse_mobile=&#8221;0&#8243; row_reverse_tablet=&#8221;0&#8243;][vc_column][\/vc_column][\/vc_row][vc_row equal_height=&#8221;yes&#8221; content_placement=&#8221;top&#8221; css_animation=&#8221;fadeInRight&#8221; el_id=&#8221;cpt-row2x&#8221; woodmart_css_id=&#8221;6728c46f82a4c&#8221;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-12","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/pages\/12","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/comments?post=12"}],"version-history":[{"count":9,"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/pages\/12\/revisions"}],"predecessor-version":[{"id":781,"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/pages\/12\/revisions\/781"}],"wp:attachment":[{"href":"https:\/\/demolinks2.com\/vinay-kumar\/wp-json\/wp\/v2\/media?parent=12"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}