{"id":204358,"date":"2025-06-24T22:08:42","date_gmt":"2025-06-24T18:08:42","guid":{"rendered":"https:\/\/forbes.ge\/?p=204358"},"modified":"2025-06-24T22:08:42","modified_gmt":"2025-06-24T18:08:42","slug":"narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution","status":"publish","type":"post","link":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/","title":{"rendered":"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#8217;s Role in the Next Industrial Revolution"},"content":{"rendered":"<p style=\"text-align: right;\"><span style=\"color: #808080;\"><em>Photo Credits to Narendra Kandregula<\/em><\/span><\/p>\n<p><span style=\"font-weight: 400;\">In a world being reshaped by artificial intelligence, where industries are transforming and the boundaries of human capability are continuously redefined, the need for clarity and strategic insight has never been greater. <\/span><span style=\"font-weight: 400;\">Responding to the growing demand for strategic insight into artificial intelligence, Narendra Kandregula has released his latest book<\/span><span style=\"font-weight: 400;\">, <\/span><a href=\"https:\/\/www.amazon.com\/AI-Unleashed-Learnings-Industrial-Revolution\/dp\/B0F9TQFTWQ\"><b><i>AI Unleashed: Machine Learning&#8217;s Role in the Next Industrial Revolution<\/i><\/b><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Drawing from over a decade of experience in technology and finance, Kandregula presents a broad examination of artificial intelligence and its implications across sectors<\/span><span style=\"font-weight: 400;\">, offering a holistic exploration of AI\u2019s societal, economic, and ethical dimensions.\u00a0 Blending deep technical acumen with visionary foresight, <\/span><i><span style=\"font-weight: 400;\">AI Unleashed<\/span><\/i><span style=\"font-weight: 400;\"> serves as a comprehensive roadmap for professionals, policymakers, and technologists eager to understand and lead through the seismic shifts brought about by AI and machine learning.<\/span><\/p>\n<p><b>Expertise Forged in the Crucible of Global Finance<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Kandregula\u2019s authoritative perspective stems from a career spanning enterprise architecture, large-scale machine learning deployment, and financial technology leadership. His foundational technical training includes a B.Tech in Computer Science Engineering from Sri Krishnadevaraya University, complemented by advanced studies in Systems Analysis at the National University of Singapore. Early roles at multinational firms like Accenture and Bosch saw him designing robust solutions across healthcare and IoT sectors, cultivating a versatile approach to complex systems.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">However, <\/span><span style=\"font-weight: 400;\">much of his recent work has been in the financial services sector, including roles focused on digital infrastructure and compliance systems<\/span><span style=\"font-weight: 400;\">. At JP Morgan Chase, he engineered regulatory compliance platforms processing immense data volumes, while his current role as Assistant Vice President at Deutsche Bank involves spearheading next-generation electronic trading platforms for Fixed Income markets. This trajectory infuses the book\u2019s insights with pragmatic validation, anchoring abstract concepts in operational realities.<\/span><\/p>\n<p><b>Beyond Personal Milestones: Mapping Systemic Industrial Transformation<\/b><\/p>\n<p><span style=\"font-weight: 400;\">While Kandregula references his professional journey to illustrate AI\u2019s transformative power\u2014such as developing JP Morgan\u2019s AI-powered Ecomm Review Platform for compliance monitoring\u2014<\/span><span style=\"font-weight: 400;\">The book includes both personal examples and broader commentary on how AI is influencing sectors like energy, agriculture, and retail logistics<\/span><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kandregula\u2019s firsthand experience in building cloud-native infrastructures at Deutsche Bank, leveraging technologies like Kubernetes and Pub\/Sub for scalable quoting engines, serves not as the core narrative but as a validated springboard to explore wider industrial patterns. This broader analysis reveals parallel transformations in energy grids utilizing AI for load forecasting, precision agriculture employing sensor-driven crop optimization, and retail supply chains revolutionized by demand-prediction models.<\/span><\/p>\n<p><b>An Intellectual Framework for the Intelligence Age<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Structured into seven thematic sections, the book addresses key topics such as historical technology shifts, industrial automation, economic implications, and ethical concerns.<\/span><span style=\"font-weight: 400;\">\u00a0Foundational Shifts\u00a0traces the historical arc from steam-powered mechanization through electrical grids and silicon chips to today\u2019s algorithmic intelligence, demystifying neural networks, transformer architectures, and the frameworks powering modern AI.\u00a0Industrial Metamorphosis\u00a0documents AI\u2019s tangible disruption of physical systems, presenting cross-sector evidence like robotic process automation in factories and AI-optimized warehouse management.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">He covered economic reconfiguration\u00a0analysed profound productivity paradoxes, the nuanced impact of cognitive automation on labor markets, and emergent business models disrupting traditional industries.\u00a0Scientific Acceleration\u00a0highlights machine learning\u2019s revolutionary role in compressing R&amp;D timelines, from simulating complex protein folds for accelerated drug discovery to generative design of novel renewable energy materials.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Crucially, <\/span><span style=\"font-weight: 400;\">the book also explores the societal and psychological effects of AI integration, including its impact on education and workforce readiness.\u00a0<\/span><span style=\"font-weight: 400;\">Ethical Governance\u00a0dissects insidious algorithmic bias and &#8220;black box&#8221; opacity, advocating vigorously for rigorous model auditing, explainable AI techniques, and proactive international regulatory cooperation.\u00a0Societal Adaptation\u00a0probes profound psychological adjustments and cultural responses to ubiquitous human-AI collaboration, arguing compellingly for education systems that prioritize creativity, critical thinking, and emotional intelligence\u2014irreplaceable human domains.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The future horizons\u00a0section speculates pragmatically on AI\u2019s emergent capacity to address civilization-scale challenges like hyper-accurate climate issues, optimizing scarce resource distribution networks, and designing frameworks for equitable global growth. This structured progression ensures accessibility for diverse readers\u2014from technologists and policymakers to business strategists and educators\u2014seeking clarity amidst complexity.<\/span><\/p>\n<figure id=\"attachment_204359\" aria-describedby=\"caption-attachment-204359\" style=\"width: 890px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-204359\" src=\"https:\/\/forbes.ge\/wp-content\/uploads\/2025\/06\/Picture-2-1.jpg\" alt=\"\" width=\"890\" height=\"468\" srcset=\"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Picture-2-1.jpg 890w, https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Picture-2-1-300x158.jpg 300w, https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Picture-2-1-768x404.jpg 768w, https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Picture-2-1-370x195.jpg 370w\" sizes=\"(max-width: 890px) 100vw, 890px\" \/><figcaption id=\"caption-attachment-204359\" class=\"wp-caption-text\">\u00a9 Narendra Kandregula<\/figcaption><\/figure>\n<p><b>Distilling Rigorous Thought Leadership<\/b><\/p>\n<p><span style=\"font-weight: 400;\">In addition to technical discussion, the book reflects interdisciplinary perspectives, touching on policy, mentorship, and accessibility<\/span><span style=\"font-weight: 400;\">. His published research into blockchain-enabled settlement finality and quantum computing applications in portfolio optimization directly informs the book at several places. The sections on ethical governance resonate with his consistent advocacy for cross-disciplinary dialogues, uniting technologists, ethicists, philosophers, and policymakers to co-create guardrails.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Concurrently, his deep commitment to mentorship\u2014guiding junior engineers through architectural reviews at Deutsche Bank and fostering innovation as a judge at national hackathons\u2014reinforces the text\u2019s emphasis on democratizing AI literacy and access. This dual focus on intellectual rigor and pedagogical accessibility underscores a core thesis: technology\u2019s ultimate value is measured by its capacity to empower inclusive, sustainable progress across society.<\/span><\/p>\n<p><b>A Critical Intervention at an Inflection Point<\/b><\/p>\n<p><span style=\"font-weight: 400;\">As AI transitions rapidly from research labs into courtrooms, classrooms, and trading floors,\u00a0<\/span><i><span style=\"font-weight: 400;\">AI Unleashed<\/span><\/i><span style=\"font-weight: 400;\">\u00a0<\/span><span style=\"font-weight: 400;\">aims to offer a balanced perspective on AI\u2019s opportunities and challenges, avoiding extremes in speculation<\/span><span style=\"font-weight: 400;\">. Kandregula\u2019s nuanced, evidence-based analysis stems from observing AI\u2019s evolution within rigorously constrained environments\u2014global financial systems where algorithmic errors carry monumental economic and reputational consequences.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The book reframes pivotal debates: moving beyond &#8220;Will AI displace jobs?&#8221; to &#8220;How can societies proactively redistribute productivity gains?&#8221;; shifting from &#8220;Can we build autonomous systems?&#8221; to &#8220;How do we encode legal accountability and ethical boundaries?&#8221; Its distinction lies in masterfully synthesizing technical depth with systemic awareness, illustrating precisely how neural network architectures influence market microstructure dynamics and how regulatory choices fundamentally shape innovation pathways and societal outcomes.<\/span><\/p>\n<p><b>An Indispensable Navigational Tool<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Written for a general audience, the book provides explanations of technical topics while encouraging thoughtful discussion about AI\u2019s future.<\/span> <a href=\"https:\/\/www.linkedin.com\/in\/narendrakandregula\/\"><b>Narendra\u00a0 Kandregula<\/b><\/a><span style=\"font-weight: 400;\"> resolutely rejects technological determinism, arguing that deliberate human agency must guide AI\u2019s integration into our economic and social fabric. The work\u2019s closing imperative\u2014to actively shape rather than passively accept an AI-driven future\u2014resonates with urgent practicality beyond its pages. <\/span><span style=\"font-weight: 400;\">Readers involved in education, regulation, or system design may find the framework useful for developing informed approaches to AI-related challenges<\/span><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Photo Credits to Narendra Kandregula In a world being reshaped by artificial intelligence, where industries are transforming and the boundaries of human capability are continuously redefined, the need for clarity and strategic insight has never been greater. Responding to the growing demand for strategic insight into artificial intelligence, Narendra Kandregula has released his latest book, [&hellip;]<\/p>\n","protected":false},"author":675,"featured_media":204361,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1749],"tags":[],"class_list":["post-204358","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-en","has-thumb"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#039;s Role in the Next Industrial Revolution &#8226; Forbes Georgia<\/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:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#039;s Role in the Next Industrial Revolution &#8226; Forbes Georgia\" \/>\n<meta property=\"og:description\" content=\"Photo Credits to Narendra Kandregula In a world being reshaped by artificial intelligence, where industries are transforming and the boundaries of human capability are continuously redefined, the need for clarity and strategic insight has never been greater. Responding to the growing demand for strategic insight into artificial intelligence, Narendra Kandregula has released his latest book, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/\" \/>\n<meta property=\"og:site_name\" content=\"Forbes Georgia\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/forbesgeo\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-24T18:08:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Forbes-WEB-25062406.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1540\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nick Shanava\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@https:\/\/twitter.com\/DavidTsiramua\" \/>\n<meta name=\"twitter:site\" content=\"@forbesgeorgian\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nick Shanava\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/\"},\"author\":{\"name\":\"Nick Shanava\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#\\\/schema\\\/person\\\/9c213a61473136cb946e384c80b06ae4\"},\"headline\":\"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#8217;s Role in the Next Industrial Revolution\",\"datePublished\":\"2025-06-24T18:08:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/\"},\"wordCount\":1047,\"publisher\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dev.forbes.ge\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/Forbes-WEB-25062406.jpg\",\"articleSection\":[\"Business\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/\",\"url\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/\",\"name\":\"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning's Role in the Next Industrial Revolution &#8226; Forbes Georgia\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dev.forbes.ge\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/Forbes-WEB-25062406.jpg\",\"datePublished\":\"2025-06-24T18:08:42+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dev.forbes.ge\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/Forbes-WEB-25062406.jpg\",\"contentUrl\":\"https:\\\/\\\/dev.forbes.ge\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/Forbes-WEB-25062406.jpg\",\"width\":1540,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#8217;s Role in the Next Industrial Revolution\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/\",\"name\":\"Forbes Georgia\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#organization\",\"name\":\"Forbes Georgia\",\"url\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/forbes.ge\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/forbes-georgia-logo.svg\",\"contentUrl\":\"https:\\\/\\\/forbes.ge\\\/wp-content\\\/uploads\\\/2020\\\/10\\\/forbes-georgia-logo.svg\",\"width\":197,\"height\":49.39,\"caption\":\"Forbes Georgia\"},\"image\":{\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/forbesgeo\",\"https:\\\/\\\/x.com\\\/forbesgeorgian\",\"https:\\\/\\\/www.instagram.com\\\/forbesgeorgia\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/forbes-georgia\\\/\",\"https:\\\/\\\/www.youtube.com\\\/forbesgeorgian\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dev.forbes.ge\\\/en\\\/#\\\/schema\\\/person\\\/9c213a61473136cb946e384c80b06ae4\",\"name\":\"Nick Shanava\",\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/tsiramua\\\/\",\"https:\\\/\\\/x.com\\\/https:\\\/\\\/twitter.com\\\/DavidTsiramua\"],\"url\":\"#molongui-disabled-link\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning's Role in the Next Industrial Revolution &#8226; Forbes Georgia","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:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/","og_locale":"en_US","og_type":"article","og_title":"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning's Role in the Next Industrial Revolution &#8226; Forbes Georgia","og_description":"Photo Credits to Narendra Kandregula In a world being reshaped by artificial intelligence, where industries are transforming and the boundaries of human capability are continuously redefined, the need for clarity and strategic insight has never been greater. Responding to the growing demand for strategic insight into artificial intelligence, Narendra Kandregula has released his latest book, [&hellip;]","og_url":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/","og_site_name":"Forbes Georgia","article_publisher":"https:\/\/www.facebook.com\/forbesgeo","article_published_time":"2025-06-24T18:08:42+00:00","og_image":[{"width":1540,"height":1080,"url":"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Forbes-WEB-25062406.jpg","type":"image\/jpeg"}],"author":"Nick Shanava","twitter_card":"summary_large_image","twitter_creator":"@https:\/\/twitter.com\/DavidTsiramua","twitter_site":"@forbesgeorgian","twitter_misc":{"Written by":"Nick Shanava","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#article","isPartOf":{"@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/"},"author":{"name":"Nick Shanava","@id":"https:\/\/dev.forbes.ge\/en\/#\/schema\/person\/9c213a61473136cb946e384c80b06ae4"},"headline":"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#8217;s Role in the Next Industrial Revolution","datePublished":"2025-06-24T18:08:42+00:00","mainEntityOfPage":{"@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/"},"wordCount":1047,"publisher":{"@id":"https:\/\/dev.forbes.ge\/en\/#organization"},"image":{"@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#primaryimage"},"thumbnailUrl":"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Forbes-WEB-25062406.jpg","articleSection":["Business"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/","url":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/","name":"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning's Role in the Next Industrial Revolution &#8226; Forbes Georgia","isPartOf":{"@id":"https:\/\/dev.forbes.ge\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#primaryimage"},"image":{"@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#primaryimage"},"thumbnailUrl":"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Forbes-WEB-25062406.jpg","datePublished":"2025-06-24T18:08:42+00:00","breadcrumb":{"@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#primaryimage","url":"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Forbes-WEB-25062406.jpg","contentUrl":"https:\/\/dev.forbes.ge\/wp-content\/uploads\/2025\/06\/Forbes-WEB-25062406.jpg","width":1540,"height":1080},{"@type":"BreadcrumbList","@id":"https:\/\/dev.forbes.ge\/en\/narendra-kandregula-launches-visionary-book-ai-unleashed-machine-learning-s-role-in-the-next-industrial-revolution\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dev.forbes.ge\/en\/"},{"@type":"ListItem","position":2,"name":"Narendra Kandregula Launches Visionary Book: AI Unleashed \u2013 Machine Learning&#8217;s Role in the Next Industrial Revolution"}]},{"@type":"WebSite","@id":"https:\/\/dev.forbes.ge\/en\/#website","url":"https:\/\/dev.forbes.ge\/en\/","name":"Forbes Georgia","description":"","publisher":{"@id":"https:\/\/dev.forbes.ge\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dev.forbes.ge\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/dev.forbes.ge\/en\/#organization","name":"Forbes Georgia","url":"https:\/\/dev.forbes.ge\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dev.forbes.ge\/en\/#\/schema\/logo\/image\/","url":"https:\/\/forbes.ge\/wp-content\/uploads\/2020\/10\/forbes-georgia-logo.svg","contentUrl":"https:\/\/forbes.ge\/wp-content\/uploads\/2020\/10\/forbes-georgia-logo.svg","width":197,"height":49.39,"caption":"Forbes Georgia"},"image":{"@id":"https:\/\/dev.forbes.ge\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/forbesgeo","https:\/\/x.com\/forbesgeorgian","https:\/\/www.instagram.com\/forbesgeorgia\/","https:\/\/www.linkedin.com\/company\/forbes-georgia\/","https:\/\/www.youtube.com\/forbesgeorgian"]},{"@type":"Person","@id":"https:\/\/dev.forbes.ge\/en\/#\/schema\/person\/9c213a61473136cb946e384c80b06ae4","name":"Nick Shanava","sameAs":["https:\/\/www.linkedin.com\/in\/tsiramua\/","https:\/\/x.com\/https:\/\/twitter.com\/DavidTsiramua"],"url":"#molongui-disabled-link"}]}},"_links":{"self":[{"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/posts\/204358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/users\/675"}],"replies":[{"embeddable":true,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/comments?post=204358"}],"version-history":[{"count":1,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/posts\/204358\/revisions"}],"predecessor-version":[{"id":204363,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/posts\/204358\/revisions\/204363"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/media\/204361"}],"wp:attachment":[{"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/media?parent=204358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/categories?post=204358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dev.forbes.ge\/en\/wp-json\/wp\/v2\/tags?post=204358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}