Harjeet Maan on LinkedIn: How AI/ML APIs are Revolutionizing Tech Companies in Building AI-based…

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class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">PSA: I swim in AI running an AI startup, and we need to lower our expectations of off-the-shelf LLMs (like GPT-4o) for enterprise use cases beyond document chat, basic content creation, or administrative tasks. LLMs are probabilistic by nature. If objective accuracy is important to your business, off-the-shelf LLMs would not solve most business problems. If you are trying to generate consistent output with deterministic data, off-the-shelf LLMs will not work great. AI that can deliver on intermediate to complex business use cases driving business decisions comes in 3 primary flavors: custom models, fine-tuned models or hybrid AI tailored to specific use cases that your business cares about.</p>  </div> <ul class="grid grid-cols-6 grid-rows-[60%_40%] w-main-feed-card-media feed-images-content list-none pl-0 " data-test-id="feed-images-content"> <li class="bg-color-background-container-tint text-[0px] col-span-full row-span-full " data-test-id="feed-images-content__list-item" data-position="0"> <img class="lazy-load w-full object-cover object-center h-full babybear:max-h-[400px]" data-delayed-url="https://media.licdn.com/dms/image/v2/D4D22AQFmIQvbmsi-5Q/feedshare-shrink_800/feedshare-shrink_800/0/1718294334146?e=2147483647&v=beta&t=Seu405S4ENplPZRfe2AaZd3hS6ipb-IpRlTfSpM2PIo" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/921ynb2z53z33mhm3061qvjag" alt="No alternative text description for this image">  </li> </ul>  <code 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class="ellipsis-menu__item-icon text-color-text h-[24px] w-[24px] mr-1" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/iq0x9q37wj214o129ai1yjut"> </icon> Report this post </a>  </li>  </ul>  </div> </div> </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">Your Business Data + AI: How can you intergrate AI to your business? Here’s the challenge: Your business has valuable data that drives your operations. LLMs (Large Language Models) have internet knowledge but no clue about your specific data. How do you make them work together? Enter RAG (Retrieval Augmented Generation)! How RAG Works: 1️⃣ Retrieve: It searches your business database for the most relevant information to a query. 2️⃣ Augment: It combines this data with the LLM’s general knowledge. 3️⃣ Generate: The result? AI responses that are accurate, specific, and highly useful for your customers. By bridging this gap, RAG-powered AI: ✔️ Enhances customer service. ✔️ Saves employee time. ✔️ Lets your data work harder for your business. Curious how it all comes together? Check out our live RAG demo at <a class="link" href="https://www.linkedin.com/redir/redirect?url=http%3A%2F%2Fshipyourai%2Ecom%2Fdemo&urlhash=uJ4z&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>shipyourai.com/demo</a> to see how AI can transform your business! 🚀</p>  </div>  <a href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fwww%2Eshipyourai%2Ecom%2Fdemo%2F&urlhash=yz5P&trk=public_post_feed-article-content" target="_self" data-tracking-control-name="public_post_feed-article-content" data-tracking-will-navigate class="flex flex-col feed-article-content" data-test-id="article-content" role="button"> <img alt="Demo" class="lazy-load w-main-feed-card-media object-cover babybear:max-h-[400px]" 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href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fposts%2Fship-your-ai-llc_demo-activity-7277053404542054400-tbOM&trk=public_post_feed-cta-banner-cta" target="" aria-label="To view or add a comment, sign in" data-tracking-control-name="public_post_feed-cta-banner-cta" data-tracking-will-navigate="true" class="feed-cta-banner__link link">sign in</a> </p> </article> <code id="is-mobile" style="display: none"></code> </div> </li> <li class="mb-1.5"> <div class="link-overlay relative"> <a aria-label="Post by Awens Dalembert" class="absolute left-0 top-0 h-full w-full z-1 !border-0" data-tracking-control-name="link-overlay-public_post" href="https://www.linkedin.com/posts/awens-dalembert-b0b923a3_copilot-microsoft-copilotstudio-activity-7258099187609751552-Jbas" target="_self"></a> <article class="relative px-2 pb-0 bg-color-background-container container-lined pt-1.5 main-feed-activity-card related-posts__crosslink" 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class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="main-feed-activity-card__commentary">One common question I get when discussing copilots is, can it automatically do X for me? I am happy to share the start of something truly special with agents across the enterprise. Natural language/gen AI + hyper-automation powering streamlined user experiences. Take a look at how Microsoft is transforming HR with AI-powered agents. <a class="link" href="https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Flnkd%2Ein%2Feyj9avQe&urlhash=-5bR&trk=public_post-text" target="_self" rel="nofollow" data-tracking-control-name="public_post-text" data-tracking-will-navigate>https://lnkd.in/eyj9avQe</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fcopilot&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#copilot</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fmicrosoft&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Microsoft</a> <a class="link" 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As a content marketing specialist on LinkedIn, I'm here to share how this AI trend is reshaping business practices - and how Docspark can help you harness its power. The challenge? AI-driven automation is automating repetitive tasks, transforming how we work. But the real opportunity lies in leveraging AI to enhance human creativity and decision-making. Docspark's advanced natural language processing and machine learning capabilities can streamline document workflows, freeing up your team to focus on high-value, strategic initiatives. My top tip? Embrace AI as a collaborative partner, not a replacement. Use Docspark's AI-powered features to summarize key insights, generate drafts, and optimize content - then apply your unique expertise to take it to the next level. This balanced approach can boost your team's output by up to 30% while preserving the human touch. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AI</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdocspark&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Docspark</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fautomation&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Automation</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fproductivity&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#Productivity</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2F2024aitrends&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#2024AITrends</a> Want to see AI-driven efficiency in action? 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In 2024, we're seeing AI-powered automation transform how teams manage their workflows, with tools like Docspark helping to streamline document processing and improve productivity. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AI</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2F2024aitrends&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#2024AITrends</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fautomationtools&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AutomationTools</a> Keeping up with the sheer volume of documents and content can be a major time sink for many organizations. However, AI-based solutions like Docspark are empowering employees to work smarter, not harder, by automating repetitive tasks and freeing up time for more strategic initiatives. By leveraging AI-powered features like natural language processing and machine learning, Docspark helps businesses extract key insights from documents, automate workflows, and enhance collaboration - all while ensuring compliance and security. This allows teams to focus on high-value work and make data-driven decisions with greater efficiency. As we navigate the evolving business landscape, it's crucial for organizations to stay ahead of the curve and explore how AI-enabled automation can streamline their operations. Want to see how Docspark can transform your document management processes? 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data-test-id="main-feed-activity-card__commentary">AI-Powered Automation: The Game-Changer Your Business Needs in 2024 Recent studies show that by 2024, AI will automate over 45% of all workplace tasks, unleashing unprecedented gains in productivity and efficiency. As the business landscape rapidly evolves, embracing AI-driven automation is no longer a luxury, but a necessity. One such AI-powered solution is Docspark, which leverages natural language processing and machine learning to revolutionize document management. By automating tedious tasks like data extraction, file organization, and workflow optimization, Docspark frees up your team to focus on high-value, strategic work. The challenge lies in seamlessly integrating AI-powered automation into existing business processes. The key is to identify repetitive, time-consuming tasks that can be delegated to AI, freeing up your workforce to tackle more complex challenges. Docspark's intuitive platform makes this transition smooth and hassle-free, empowering your team to work smarter, not harder. Ready to future-proof your business? Discover how Docspark's AI-driven automation can streamline your operations and boost your bottom line. 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Builder | Influencer Marketing B2B | Marketing & Media | (Mumbai/San Francisco) </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> </div> <div class="ellipsis-menu absolute right-0 top-0 main-feed-activity-card__ellipsis-menu !top-auto !relative !mr-1" data-test-id="main-feed-activity-card__ellipsis-menu"> <div class="collapsible-dropdown flex items-center relative hyphens-auto"> <button class="ellipsis-menu__trigger collapsible-dropdown__button btn-md btn-tertiary cursor-pointer !py-[6px] !px-1 flex items-center rounded-[50%] " aria-expanded="false" aria-label="Open menu" data-tracking-control-name="public_post_ellipsis-menu-trigger" tabindex="0"> <icon class="ellipsis-menu__trigger-icon m-0 p-0 centered-icon" 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AI Agents are changing the game for businesses, automating tasks, enabling collaboration, and powering smarter decisions. But where do you start? Here’s a simple, step-by-step Roadmap to Learn AI Agents that will guide you through the process: 🚀 Step 1-3: Build Your Foundation 1️⃣ GenAI Introduction – Understand the basics of Generative AI and why it’s taking the world by storm. 2️⃣ Basics of LLMs – Learn how Large Language Models (like ChatGPT) work and power AI Agents. 3️⃣ Prompt Engineering – Master crafting effective prompts to get accurate responses from AI. 🛠️ Step 4-6: Develop Your Core Skills 4️⃣ Data Handling & Processing – Learn how to organize and prepare data for AI systems to work efficiently. 5️⃣ RAG Essentials – Dive into Retrieval-Augmented Generation (RAG), which makes AI smarter by fetching relevant data on demand. 6️⃣ Introduction to API Wrapping – Understand how APIs work and how to connect them with AI Agents. 🤖 Step 7-10: Understand AI Agents 7️⃣ Introduction to AI Agents – Learn what AI Agents are and how they operate. 8️⃣ Learn Agentic Frameworks – Explore frameworks like LangChain and how they simplify building AI applications. 9️⃣ Building Simple AI Agents – Start creating your own agents for basic tasks. 🔟 Basics of Agentic Workflow – Understand how to structure workflows for AI Agents to maximize efficiency. 🧠 Step 11-14: Final Stage 1️⃣1️⃣ Learning About Agentic Memory – Learn how agents store and recall information to enhance performance. 1️⃣2️⃣ Basics of Agentic Evaluation – Understand how to measure and improve the performance of your agents. 1️⃣3️⃣ Basics of Multi-Agent Collaboration – Discover how agents can work together to achieve complex tasks. 1️⃣4️⃣ Learning Agentic RAG – Master the advanced skills of Retrieval-Augmented Generation for AI Agents. 🎯 Why is this important? In 2025, businesses will depend on AI Agents to: ✅ Automate workflows, saving time and resources ✅ Enable smarter decision-making ✅ Drive innovation through collaboration What do you think? <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fdata&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#data</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#ai</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fagenticai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#agenticai</a> <a class="link" 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with me—it’s comprehensive, practical, and inspiring. As a coverage banker, I see immense potential in leveraging AI Agents to revolutionize workflows, enhance client outcomes, and maintain a competitive edge. I’d love to hear from others in similar roles—what has your AI journey been like, and how do you see it shaping banking? 🚀 Why This Matters for Frontline Bankers AI Agents will become indispensable tools for frontline bankers, helping you: ✅ Automate Routine Tasks: Free up time to focus on building client relationships and strategic decision-making. ✅ Enhance Client Interactions: Provide faster, more accurate, and personalized responses to client queries. ✅ Drive Smarter Decisions: Leverage real-time data and insights to make informed recommendations. Risk Management Mindsets We are in a highly regulated environment, and play a critical role (1st LoD) in identifying and mitigating risks associated with AI tools. ✅Proactive Risk Identification: Continuously assess AI outputs for accuracy, compliance, and ethical considerations. ✅Collaboration with Risk Teams: Work closely with risk and compliance teams to ensure AI tools meet regulatory standards. ✅Regular Audits: Conduct periodic reviews of AI workflows and outputs to identify and address potential risks. ✅Client Communication: Be transparent with clients about how AI tools are used and the safeguards in place to protect their data. Key Takeaways ✅Start Small: Begin with simple AI tools to automate repetitive tasks and gradually scale up. ✅Balance Efficiency and Risk: Leverage AI Agents to enhance productivity while proactively managing risks. ✅Client-Centric Approach: Use AI to deliver better client outcomes, but always prioritize accuracy, compliance, and ethical use. ✅Continuous Learning: Stay updated on AI advancements and risk management best practices to remain competitive and compliant. <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Faiforhumanity&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#AIforHumanity</a> <a class="link" href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Ffeed%2Fhashtag%2Fresponsibleai&trk=public_post-text" target="_self" data-tracking-control-name="public_post-text" data-tracking-will-navigate>#ResponsibleAI</a></p>  </div> <article aria-label="Reshared post" class="relative pt-1.5 px-2 pb-1 mb-1 babybear:pt-0.5 babybear:pb-0 babybear:mb-0 container-lined bg-color-background-container feed-reshare-content" data-test-id="feed-reshare-content" data-attributed-urn="urn:li:share:7279232088216653824" data-activity-urn="urn:li:activity:7279345468336144384" tabindex="0"> <div class="flex items-center font-sans" data-test-id="feed-reshare-content__entity-lockup"> <a href="https://www.linkedin.com/in/ravitjain?trk=public_post_reshare_feed-actor-image" target="_self" class="relative" data-tracking-control-name="public_post_reshare_feed-actor-image" data-tracking-will-navigate> <img class="inline-block relative rounded-[50%] w-6 h-6 " data-delayed-url="https://media.licdn.com/dms/image/v2/C4D03AQHMZS7LjDSf3Q/profile-displayphoto-shrink_400_400/profile-displayphoto-shrink_400_400/0/1652256651984?e=2147483647&v=beta&t=lI7fPDjvD3k6AMm4tN9lL70mLusk15E5O9ny5pbSkhk" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9c8pery4andzj6ohjkjp54ma2" alt="View profile for Ravit Jain, graphic">  </a> <div class="flex flex-col self-start min-w-0 ml-1 "> <div class="text-color-text "> <a class="text-sm link-styled no-underline leading-open" href="https://www.linkedin.com/in/ravitjain?trk=public_post_reshare_feed-actor-name" target="_self" data-tracking-control-name="public_post_reshare_feed-actor-name" aria-label="View profile for Ravit Jain" data-tracking-will-navigate> Ravit Jain </a> <icon class="inline-flex align-middle text-color-logo-brand ml-0.5 !inline-block !ml-0 relative top-[3px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/z5y0jxkijchnrd5zqq6ft8kd" data-svg-class-name="w-2 h-2"></icon> <span class="sr-only">Ravit Jain is an Influencer</span>  </div> <p class="!text-xs text-color-text-low-emphasis leading-[1.33333] m-0 truncate">  Founder & Host of "The Ravit Show" | LinkedIn Top Voice | Startups Advisor | Gartner Ambassador | Evangelist | Data & AI Community Builder | Influencer Marketing B2B | Marketing & Media | (Mumbai/San Francisco) </p>  <span class="!text-xs text-color-text-low-emphasis leading-[1.33333] flex"> <time class="flex-none"> 1mo <span aria-hidden="true" class="text-color-text-low-emphasis before:middot"></span> <span> Edited </span> </time>  </span> </div>  </div> <div class="attributed-text-segment-list__container relative mt-1 mb-1.5 babybear:mt-0 babybear:mb-0.5"> <p class="attributed-text-segment-list__content text-color-text !text-sm whitespace-pre-wrap break-words " dir="ltr" data-test-id="feed-reshare-content__commentary">How can you learn about AI Agents? AI Agents are changing the game for businesses, automating tasks, enabling collaboration, and powering smarter decisions. But where do you start? Here’s a simple, step-by-step Roadmap to Learn AI Agents that will guide you through the process: 🚀 Step 1-3: Build Your Foundation 1️⃣ GenAI Introduction – Understand the basics of Generative AI and why it’s taking the world by storm. 2️⃣ Basics of LLMs – Learn how Large Language Models (like ChatGPT) work and power AI Agents. 3️⃣ Prompt Engineering – Master crafting effective prompts to get accurate responses from AI. 🛠️ Step 4-6: Develop Your Core Skills 4️⃣ Data Handling & Processing – Learn how to organize and prepare data for AI systems to work efficiently. 5️⃣ RAG Essentials – Dive into Retrieval-Augmented Generation (RAG), which makes AI smarter by fetching relevant data on demand. 6️⃣ Introduction to API Wrapping – Understand how APIs work and how to connect them with AI Agents. 🤖 Step 7-10: Understand AI Agents 7️⃣ Introduction to AI Agents – Learn what AI Agents are and how they operate. 8️⃣ Learn Agentic Frameworks – Explore frameworks like LangChain and how they simplify building AI applications. 9️⃣ Building Simple AI Agents – Start creating your own agents for basic tasks. 🔟 Basics of Agentic Workflow – Understand how to structure workflows for AI Agents to maximize efficiency. 🧠 Step 11-14: Final Stage 1️⃣1️⃣ Learning About Agentic Memory – Learn how agents store and recall information to enhance performance. 1️⃣2️⃣ Basics of Agentic Evaluation – Understand how to measure and improve the performance of your agents. 1️⃣3️⃣ Basics of Multi-Agent Collaboration – Discover how agents can work together to achieve complex tasks. 1️⃣4️⃣ Learning Agentic RAG – Master the advanced skills of Retrieval-Augmented Generation for AI Agents. 🎯 Why is this important? 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As an AI-powered content specialist, I'm excited to share how this technology is reshaping the workplace and how Docspark can help your business thrive in the era of intelligent automation. One key trend is the rise of AI-driven document processing, which is revolutionizing administrative tasks and boosting productivity. By automating document creation, analysis, and organization, AI is helping teams save countless hours on tedious work. This frees up time for higher-value, strategic initiatives that drive growth. Docspark is leading the charge in this space, using natural language processing and machine learning to streamline document workflows. Their platform can automatically extract key information, generate tailored content, and organize files - reducing manual effort by up to 80%. This empowers your team to focus on what matters most, accelerating your business. To capitalize on this AI-powered productivity boost, I recommend evaluating your current document management processes. Look for opportunities to offload repetitive tasks and empower your team with intelligent automation. Docspark offers a user-friendly, no-code solution to get started quickly. Want to see AI in action and learn more about how Docspark can transform your business? 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hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-el_GR" data-locale="el_GR" role="menuitem" lang="el_GR"> Ελληνικά (Greek) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="English (English) selected" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link--selected" data-tracking-control-name="language-selector-en_US" data-locale="en_US" role="menuitem" lang="en_US"> <strong>English (English)</strong> </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Español (Spanish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-es_ES" data-locale="es_ES" role="menuitem" lang="es_ES"> Español (Spanish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="فارسی (Persian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fa_IR" data-locale="fa_IR" role="menuitem" lang="fa_IR"> فارسی (Persian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Suomi (Finnish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fi_FI" data-locale="fi_FI" role="menuitem" lang="fi_FI"> Suomi (Finnish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Français (French)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-fr_FR" data-locale="fr_FR" role="menuitem" lang="fr_FR"> Français (French) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="हिंदी (Hindi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hi_IN" data-locale="hi_IN" role="menuitem" lang="hi_IN"> हिंदी (Hindi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Magyar (Hungarian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-hu_HU" data-locale="hu_HU" role="menuitem" lang="hu_HU"> Magyar (Hungarian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Indonesia (Indonesian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-in_ID" data-locale="in_ID" role="menuitem" lang="in_ID"> Bahasa Indonesia (Indonesian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Italiano (Italian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-it_IT" data-locale="it_IT" role="menuitem" lang="it_IT"> Italiano (Italian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="עברית (Hebrew)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-iw_IL" data-locale="iw_IL" role="menuitem" lang="iw_IL"> עברית (Hebrew) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="日本語 (Japanese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ja_JP" data-locale="ja_JP" role="menuitem" lang="ja_JP"> 日本語 (Japanese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="한국어 (Korean)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ko_KR" data-locale="ko_KR" role="menuitem" lang="ko_KR"> 한국어 (Korean) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="मराठी (Marathi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-mr_IN" data-locale="mr_IN" role="menuitem" lang="mr_IN"> मराठी (Marathi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Bahasa Malaysia (Malay)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ms_MY" data-locale="ms_MY" role="menuitem" lang="ms_MY"> Bahasa Malaysia (Malay) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Nederlands (Dutch)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-nl_NL" data-locale="nl_NL" role="menuitem" lang="nl_NL"> Nederlands (Dutch) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Norsk (Norwegian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-no_NO" data-locale="no_NO" role="menuitem" lang="no_NO"> Norsk (Norwegian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ਪੰਜਾਬੀ (Punjabi)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pa_IN" data-locale="pa_IN" role="menuitem" lang="pa_IN"> ਪੰਜਾਬੀ (Punjabi) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Polski (Polish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pl_PL" data-locale="pl_PL" role="menuitem" lang="pl_PL"> Polski (Polish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Português (Portuguese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-pt_BR" data-locale="pt_BR" role="menuitem" lang="pt_BR"> Português (Portuguese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Română (Romanian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ro_RO" data-locale="ro_RO" role="menuitem" lang="ro_RO"> Română (Romanian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Русский (Russian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-ru_RU" data-locale="ru_RU" role="menuitem" lang="ru_RU"> Русский (Russian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Svenska (Swedish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-sv_SE" data-locale="sv_SE" role="menuitem" lang="sv_SE"> Svenska (Swedish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="తెలుగు (Telugu)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-te_IN" data-locale="te_IN" role="menuitem" lang="te_IN"> తెలుగు (Telugu) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="ภาษาไทย (Thai)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-th_TH" data-locale="th_TH" role="menuitem" lang="th_TH"> ภาษาไทย (Thai) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tagalog (Tagalog)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tl_PH" data-locale="tl_PH" role="menuitem" lang="tl_PH"> Tagalog (Tagalog) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Türkçe (Turkish)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-tr_TR" data-locale="tr_TR" role="menuitem" lang="tr_TR"> Türkçe (Turkish) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Українська (Ukrainian)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-uk_UA" data-locale="uk_UA" role="menuitem" lang="uk_UA"> Українська (Ukrainian) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="Tiếng Việt (Vietnamese)" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-vi_VN" data-locale="vi_VN" role="menuitem" lang="vi_VN"> Tiếng Việt (Vietnamese) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="简体中文 (Chinese (Simplified))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_CN" data-locale="zh_CN" role="menuitem" lang="zh_CN"> 简体中文 (Chinese (Simplified)) </button> </li> <li class="language-selector__item" role="presentation">  <button aria-label="正體中文 (Chinese (Traditional))" class="font-sans text-xs link block py-[5px] px-2 w-full hover:cursor-pointer hover:bg-color-action hover:text-color-text-on-dark focus:bg-color-action focus:text-color-text-on-dark language-selector__link !font-regular" data-tracking-control-name="language-selector-zh_TW" data-locale="zh_TW" role="menuitem" lang="zh_TW"> 正體中文 (Chinese (Traditional)) </button> </li>  </ul> <button class="language-selector__button select-none relative pr-2 font-sans text-xs font-bold text-color-text-low-emphasis hover:text-color-link-hover hover:cursor-pointer focus:text-color-link-focus focus:outline-dotted focus:outline-1" aria-expanded="false" data-tracking-control-name="footer-lang-dropdown_trigger"> <span class="language-selector__label-text mr-0.5 break-words"> Language </span> <icon class="language-selector__label-chevron w-2 h-2 absolute top-0 right-0" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/cyolgscd0imw2ldqppkrb84vo"></icon> </button> </div> </li> </ul>  </footer> <div class="contextual-sign-in-modal" data-impression-id="public_post_contextual-sign-in-modal" data-cool-off-enabled data-show-on-page-load>  <div class>  <div id="public_post_contextual-sign-in" class="modal modal--contextual-sign-in" data-outlet="public_post_contextual-sign-in">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_post_contextual-sign-in-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 contextual-sign-in-modal__modal-dismiss absolute right-0 m-[20px] cursor-pointer" aria-label="Dismiss" data-tracking-control-name="public_post_contextual-sign-in-modal_modal_dismiss"> <icon class="contextual-sign-in-modal__modal-dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="contextual-sign-in-modal__screen contextual-sign-in-modal__context-screen flex flex-col my-4 mx-3"> <img class="inline-block relative w-16 h-16 contextual-sign-in-modal__img m-auto" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/5k9cgtx8rhoyqkcxfoncu1svl" data-ghost-classes="bg-color-entity-ghost-background" data-ghost-url="https://static.licdn.com/aero-v1/sc/h/9l8dv1r8a09nem281grvopn9l" alt> <h2 class="contextual-sign-in-modal__context-screen-title font-sans text-xl text-color-text my-2 mx-4 text-center" id="public_post_contextual-sign-in-modal-header"> Sign in to view more content </h2> <p class="contextual-sign-in-modal__subtitle mb-2 mx-12 babybear:mx-0 text-center font-sans text-md text-color-text"> Create your free account or sign in to continue your search </p>  <div class="contextual-sign-in-modal__btn-container m-auto w-[320px] babybear:w-full">  <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button">  <div class="google-auth-button__placeholder " data-theme="filled_blue" data-logo-alignment="center"></div>  </div> </div> <div class="sign-in-modal" data-impression-id="public_post_contextual-sign-in-modal_sign-in-modal"> <button class="sign-in-modal__outlet-btn cursor-pointer btn-md btn-primary btn-secondary" data-tracking-client-ingraph data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_outlet-button" data-modal="public_post_contextual-sign-in_sign-in-modal">  Sign in </button> <div class>  <div id="public_post_contextual-sign-in_sign-in-modal" class="modal modal--sign-in" data-outlet="public_post_contextual-sign-in_sign-in-modal">  <div class="modal__overlay flex items-center bg-color-background-scrim justify-center fixed bottom-0 left-0 right-0 top-0 opacity-0 invisible pointer-events-none z-[1000] transition-[opacity] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.17s] py-4 " aria-hidden="true"> <section aria-modal="true" role="dialog" aria-labelledby="public_post_contextual-sign-in_sign-in-modal-modal-header" tabindex="-1" class="max-h-full modal__wrapper overflow-auto p-0 bg-color-surface max-w-[1128px] min-h-[160px] relative scale-[0.25] shadow-sm shadow-color-border-faint transition-[transform] ease-[cubic-bezier(0.25,0.1,0.25,1.0)] duration-[0.33s] focus:outline-0 w-[1128px] mamabear:w-[744px] babybear:w-[360px] rounded-md"> <button class="modal__dismiss btn-tertiary h-[40px] w-[40px] p-0 rounded-full indent-0 sign-in-modal__dismiss absolute right-0 cursor-pointer m-[20px]" aria-label="Dismiss" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_dismiss"> <icon class="sign-in-modal__dismiss-icon" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/gs508lg3t2o81tq7pmcgn6m2"></icon> </button> <div class="modal__main w-full"> <div class="sign-in-modal__screen flex flex-col py-4 w-[513px] babybear:w-full px-3"> <h2 class="sign-in-modal__header font-sans text-display-md text-color-text "> Welcome back </h2> <code id="i18n_sign_in_form_show_text" style="display: none"></code> <code id="i18n_sign_in_form_show_label" style="display: none"></code> <code id="i18n_sign_in_form_hide_text" style="display: none"></code> <code id="i18n_sign_in_form_hide_label" style="display: none"></code> <code id="i18n_username_error_empty" style="display: none"></code> <code id="i18n_username_error_too_long" style="display: none"></code> <code id="i18n_username_error_too_short" style="display: none"></code> <code id="i18n_password_error_empty" style="display: none"></code> <code id="i18n_password_error_too_short" style="display: none"></code> <code id="i18n_password_error_too_long" style="display: none"></code>  <form data-id="sign-in-form" action="https://www.linkedin.com/uas/login-submit" method="post" novalidate class="mt-1.5 mb-2"> <input name="loginCsrfParam" value="f029dab3-2b9f-45e8-87ea-2436cc96d52f" type="hidden"> <div class="flex flex-col"> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_post_contextual-sign-in_sign-in-modal_session_key"> Email or phone </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="username" id="public_post_contextual-sign-in_sign-in-modal_session_key" name="session_key" required data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-session-key" data-tracking-client-ingraph type="text"> </div> </div> <p class="input-helper mt-1.5" for="public_post_contextual-sign-in_sign-in-modal_session_key" role="alert" data-js-module-id="guest-input__message"></p> </div> <div class="mt-1.5" data-js-module-id="guest-input"> <div class="flex flex-col"> <label class="input-label mb-1" for="public_post_contextual-sign-in_sign-in-modal_session_password"> Password </label> <div class="text-input flex"> <input class="text-color-text font-sans text-md outline-0 bg-color-transparent grow" autocomplete="current-password" id="public_post_contextual-sign-in_sign-in-modal_session_password" name="session_password" required data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-password" data-tracking-client-ingraph type="password"> <button aria-live="assertive" aria-relevant="text" data-id="sign-in-form__password-visibility-toggle" class="font-sans text-md font-bold text-color-action z-10 ml-[12px] hover:cursor-pointer" aria-label="Show your LinkedIn password" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-password-visibility-toggle-btn" type="button">Show</button> </div> </div> <p class="input-helper mt-1.5" for="public_post_contextual-sign-in_sign-in-modal_session_password" role="alert" data-js-module-id="guest-input__message"></p> </div> <input name="session_redirect" value="https://www.linkedin.com/posts/harjeet-maan-01983651_how-aiml-apis-are-revolutionizing-tech-companies-activity-7239490786227015680-DSS4" type="hidden">  </div> <div data-id="sign-in-form__footer" class="flex justify-between sign-in-form__footer--full-width"> <a data-id="sign-in-form__forgot-password" class="font-sans text-md font-bold link leading-regular sign-in-form__forgot-password--full-width" href="https://www.linkedin.com/uas/request-password-reset?trk=public_post_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_forgot_password" data-tracking-will-navigate>Forgot password?</a>  <input name="trk" value="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-submit" type="hidden"> <button class="btn-md btn-primary flex-shrink-0 cursor-pointer sign-in-form__submit-btn--full-width" data-id="sign-in-form__submit-btn" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_sign-in-submit-btn" data-tracking-client-ingraph data-tracking-litms type="submit"> Sign in </button> </div> <div class="sign-in-form__divider left-right-divider pt-2 pb-3"> <p class="sign-in-form__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </form> <div class="w-full max-w-[400px] mx-auto"> <div class="google-auth-button" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_google-auth-button" data-tracking-client-ingraph> <code id="isTermsAndConditionsSkipEnabledAuthButton" style="display: none"></code> <p class="linkedin-tc__text text-color-text-low-emphasis text-xs pb-2" data-impression-id="public_post_contextual-sign-in-modal_sign-in-modal__button-skip-tc-text"> By clicking Continue to join or sign in, you agree to LinkedIn’s 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data-logo-alignment="center"></div>  </div> </div>  <p class="sign-in-modal__join-now m-auto font-sans text-md text-color-text mt-2"> New to LinkedIn? <a href="https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fposts%2Fharjeet-maan-01983651_how-aiml-apis-are-revolutionizing-tech-companies-activity-7239490786227015680-DSS4&trk=public_post_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-control-name="public_post_contextual-sign-in-modal_sign-in-modal_join-link" data-tracking-will-navigate="true" class="sign-in-modal__join-link">Join now</a> </p> </div> </div>  </section> </div> </div> </div> </div> <div class="contextual-sign-in-modal__divider left-right-divider"> <p class="contextual-sign-in-modal__divider-text font-sans text-sm text-color-text px-2"> or </p> </div> </div> <p class="contextual-sign-in-modal__join-now m-auto font-sans text-md text-color-text my-1"> New to LinkedIn? <a 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href="/legal/privacy-policy?trk=linkedin-tc_auth-button_privacy-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_privacy-policy" data-tracking-will-navigate="true">Privacy Policy</a>, and <a href="/legal/cookie-policy?trk=linkedin-tc_auth-button_cookie-policy" target="_blank" data-tracking-control-name="linkedin-tc_auth-button_cookie-policy" data-tracking-will-navigate="true">Cookie Policy</a>. </p> </div> </div>  </section> </div> </div> </div> </div> <div class="cta-modal overflow-hidden container-raised z-10 fixed bottom-3 right-3 min-h-[56px] p-2 babybear:hidden windows-app-upsell windows-app-upsell--msft flex flex-col p-2 w-[359px] !bg-[#F1F8FA] opacity-90 backdrop-blur-[2px] z-1" data-impression-id="public_post_windows-app-upsell_cta-modal" role="dialog" aria-labelledby="cta-modal-header" aria-describedby="cta-modal-subheader"> <div class="windows-app-upsell__linkedin-title-container pt-[6px] mb-1.5 flex align-center"> <icon class="windows-app-upsell__linkedin-bug-icon block w-[21px] h-[21px]" data-svg-class-name="windows-app-upsell__linkedin-bug-icon-svg w-[21px] h-[21px]" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/euqjj7tf5wvr33frd3x1jj9s"></icon> <p class="windows-app-upsell__linkedin-title uppercase text-xs text-color-text-secondary leading-[21px] ml-1"> LinkedIn </p> </div> <p class="windows-app-upsell__title font-sans text-md text-color-text-accent-4-hover font-semibold leading-regular mb-1"> Never miss a beat on the app </p> <p class="windows-app-upsell__body font-sans text-sm text-color-text-secondary leading-regular"> Don’t have the app? Get it in the Microsoft Store. </p> <a class="windows-app-upsell__cta btn-sm btn-secondary-emphasis mt-2 mb-[6px] w-fit" href="ms-windows-store://pdp/?ProductId=9WZDNCRFJ4Q7&mode=mini&cid=guest_desktop_upsell_post2" data-tracking-client-ingraph data-tracking-control-name="public_post_windows-app-upsell_cta" data-tracking-will-navigate> Open the app </a> <button class="cta-modal__dismiss-btn absolute h-4 w-4 p-1 top-2 right-2 hover:cursor-pointer focus:outline focus:outline-2 focus:outline-color-action" data-tracking-control-name="public_post_windows-app-upsell_dismiss" aria-label="Dismiss"> <icon class="cta-modal__dismiss-icon block h-2 w-2 onload" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/adzjokfylbe8pvjr9h8iv96mw"></icon> </button> </div> <code id="activityUrn" style="display: none"></code> <div id="toasts" class="toasts fixed z-8 babybear:right-4 mamabear:right-4 papabear:min-h-[96px] invisible top:auto bottom-4 left-4 papabear:w-[400px] toasts--bottom" type="bottom"> <template id="toast-template"> <div class="toast container-raised flex toast--bottom transition ease-accelerate duration-xxslow " data-id="toast"> <div class="toast__message flex flex-1 babybear:items-center mamabear:items-center papabear:items-start py-2 px-1.5" data-id="toast__message" role="alert" tabindex="-1"> <div class="toast__message-content-container" data-id="toast__message-content-container"> <p class="toast__message-content font-sans text-sm opacity-90 inline babybear:self-center mamabear:self-center papabear:self-start" data-id="toast__message-content"></p> </div> </div> <button class="toast__dismiss-btn cursor-pointer babybear:self-center mamabear:self-center papabear:self-start pt-3 pb-2 papabear:py-2 pl-0.5 pr-0" data-id="toast__dismiss-btn" aria-label="Close"> <svg width="24" height="24" class="fill-color-icon"><path d="M13 4.32 9.31 8 13 11.69 11.69 13 8 9.31 4.31 13 3 11.69 6.69 8 3 4.31 4.31 3 8 6.69 11.68 3Z"></path></svg> </button> </div> </template> <template id="toast-icon-caution"> <icon class="text-color-icon-caution toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/bk9xca6x9l1fga1tbzame3i3l"></icon> </template> <template id="toast-icon-error"> <icon class="text-color-icon-negative toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/8c0098stai8lcqypn95r47dew"></icon> </template> <template id="toast-icon-gdpr"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/a9phzx7id2abubo45lgookfd"></icon> </template> <template id="toast-icon-notify"> <icon class="text-color-icon-neutral toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/4xg53nt8deu1y7tb1t3km8tfh"></icon> </template> <template id="toast-icon-success"> <icon class="text-color-icon-positive toast__icon w-3 h-3 shrink-0 mr-2" data-delayed-url="https://static.licdn.com/aero-v1/sc/h/9zhm3eh2dq7vh2muo8xnfikxh"></icon> </template> <template id="toast-cta"> <a class="toast__cta cta-link font-medium ml-0.5 text-sm text-inherit inline" target="_blank"></a> </template> </div> <script src="https://static.licdn.com/aero-v1/sc/h/as3vk6nnjupk6jksi4ubjd0y1" async></script>  <script src="https://static.licdn.com/aero-v1/sc/h/dtw8wyipmytc9ba1t7l89yw6t" async defer></script> <script data-delayed-url="https://static.licdn.com/aero-v1/sc/h/zjknc3m26x2ha3j6ctgfqond" data-module-id="media-player"></script>  </body> </html>

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Harjeet Maan on LinkedIn: How AI/ML APIs are Revolutionizing Tech Companies in Building AI-based…