Hi, I'm Pritam Patil, a passionate Generative AI and Machine Learning Engineer with over 3 years of experience transforming ideas into impactful AI-driven solutions. My expertise lies in building Retrieval-Augmented Generation (RAG) pipelines, designing AI-powered applications, and leveraging large language models (LLMs) to optimize software development workflows. At Accenture, I’ve had the privilege of leading innovative projects that have automated complex workflows, improved operational efficiency, and delivered measurable business value. From creating scalable AI pipelines that process terabytes of data monthly to developing AI-powered chatbots for real-time customer interaction, I thrive at the intersection of cutting-edge AI and practical application. Key Achievements: Enhanced document retrieval accuracy by 30% through RAG pipeline implementation. Reduced manual processing time by 70% by automating data extraction with Amazon Textract. Boosted lead conversion rates by 25% via AI-integrated CRM systems and multi-channel chatbots. Delivered high-quality AI solutions with a 95% project success rate through cross-functional collaboration. I am certified in Generative AI and AWS Machine Learning and am passionate about mentoring engineers, exploring advanced LLMs, and building AI-powered agents to automate software development. Let’s connect to explore how AI can unlock transformative possibilities for your business! Positions: Generative AI & Machine Learning Engineer at Accenture (2022 - Present), Associate Consultant at Future Market Insights (2021 - 2022) Skills: NVIDIA GPU, AI Prompting, GitHub, TensorFlow, Object-Oriented Programming (OOP), Data Science, React.js, Anthropic Claude, Flask, Computer Vision, AWS Lambda, DevOps, Pandas (Software), Large Language Models (LLM), Extract, Transform, Load (ETL), AWS Glue, Amazon Kinesis, Salesforce Einstein AI, Cloud Computing, AWS, Amazon S3, Data Engineering, AWS Machine Learning, Amazon Web Services (AWS), Linear Regression Models, Scikit Learn, Keras, Deep Learning, Linear Regression, Neural Networks, Data Visualization, Prompt Engineering, Generative AI, Debugging Code, MLOps, Continuous Integration and Continuous Delivery (CI/CD), Jupyter notebook, Written Communication, Problem Solving, Custom Objects, Lightning Web Components, Design Documents, Python (Programming Language), SOQL, Salesforce.com, Salesforce.com Administration, Salesforce.com Development, Machine Learning, Artificial Intelligence (AI), Salesforce CRM Analytics Recent Posts: 🚀 Just completed an incredible journey into the world of 𝐌𝐮𝐥𝐭𝐢-𝐀𝐈 𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬! I’m thrilled to share that I’ve earned certification in the 𝐏𝐫𝐚𝐜𝐭𝐢𝐜𝐚𝐥 𝐌𝐮𝐥𝐭𝐢 𝐀𝐈 𝐀𝐠𝐞𝐧𝐭𝐬 𝐚𝐧𝐝 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐔𝐬𝐞 𝐂𝐚𝐬𝐞𝐬 𝐰𝐢𝐭𝐡 𝐜𝐫𝐞𝐰𝐀𝐈 course, taught by the brilliant João (Joe) Moura (Founder of CrewAI), through DeepLearning.AI🎓 This course was a deep dive into building and deploying 𝐚𝐠𝐞𝐧𝐭-𝐛𝐚𝐬𝐞𝐝 𝐚𝐩𝐩𝐬 that can automate complex workflows—empowering tasks like project planning, lead scoring, and large-scale content creation. Here are some of the highlights of what I’ve learned: 💡 𝐁𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐜𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈 𝐚𝐠𝐞𝐧𝐭𝐬 that use multiple models for specific tasks. 💡 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐢𝐧𝐠 𝐚𝐠𝐞𝐧𝐭 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 with testing and human feedback. 💡 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐧𝐠 𝐭𝐚𝐬𝐤𝐬 𝐚𝐭 𝐬𝐜𝐚𝐥𝐞—from project reports to customer support insights. As part of this learning journey, I’ve developed systems that: ✅ 𝐏𝐥𝐚𝐧 𝐚𝐧𝐝 𝐞𝐬𝐭𝐢𝐦𝐚𝐭𝐞 𝐩𝐫𝐨𝐣𝐞𝐜𝐭 𝐭𝐢𝐦𝐞𝐥𝐢𝐧𝐞𝐬. ✅ 𝐂𝐫𝐞𝐚𝐭𝐞 𝐝𝐲𝐧𝐚𝐦𝐢𝐜 𝐬𝐚𝐥𝐞𝐬 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬. ✅ 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞 𝐜𝐨𝐧𝐭𝐞𝐧𝐭 𝐜𝐫𝐞𝐚𝐭𝐢𝐨𝐧 for various platforms. This experience has equipped me with practical tools to integrate 𝐚𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐈 𝐜𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬 into real-world applications. The possibilities are limitless, and I can’t wait to apply these insights to future projects. Thank you, João Moura, the CrewAI & DeepLearning.AI team for such an impactful learning experience. 🙌 To anyone interested in 𝐀𝐈 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧 and multi-agent systems—this course is a game-changer! P.S. Feel free to reach out if you'd like to discuss how multi-agent systems can transform your workflows. #AI #ArtificialIntelligence #MultiAgentSystems #ContinuousLearning #CrewAI #Certification The Lovable AI team is facing an unexpected suspension of their GitHub connection, impacting over 500,000 users. If anyone in my network has contacts at GitHub, please help them get in touch to resolve this situation. Let’s support them in finding a solution. Feel free to tag anyone who might be able to assist! Having taken over 50 interviews myself, I can confidently say that this is the best resource for preparing for Gen AI/LLM interviews. This is the only list of questions you need to go through, with more than 100 real-world interview questions. This guide includes questions from a wide range of topics, from the basics of prompt engineering to advanced subjects like LLM architecture, deployments, cost optimization, and numerous scenario-based questions asked in real-world interviews. #LLM #GenAI #Google #NVIDIA # Mastering LLM (Large Language Model) #Microsoft #Amazon #Amazon Web Services (AWS) #Meta #Generative AI #interview #LLMInterview #NLP #opentowork #RAG #Agents 💡 𝗪𝗵𝗮𝘁 𝗮𝗻 𝗲𝗻𝗱 𝘁𝗼 𝘁𝗵𝗲 𝘆𝗲𝗮𝗿! The future of AI isn’t just about standalone tools—it’s about 𝗮𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 embedded into the platforms we use every day. And yes, that includes your browser! Let’s talk about 𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗠𝗮𝗿𝗶𝗻𝗲𝗿, an exciting initiative by Google Chrome and Google DeepMind . Built on the advancements of 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬, Mariner envisions browsers as more than just gateways to the web—they become intelligent co-pilots for your digital life. Here’s what caught my attention: 🧠 AI agents that truly understand your intent Imagine typing (or saying) “Find me a job near me.” The browser doesn’t just search—it navigates to the right platform, filters results based on your preferences, and delivers personalized options. 🛠️ Multimodal capabilities These AI agents aren’t limited to text—they integrate seamlessly with visual, spoken, and contextual cues to perform complex tasks in real-time. 🌍 Versatility across domains From aiding developers (hello, GitHub integration!) to navigating video games or even robotics, the applications seem endless. Why does this matter? This kind of technology could make workflows smoother, browsing more intuitive, and online tasks effortless. It’s a glimpse into a future where your browser not only understands you but actively helps you achieve more. While Mariner is still in early testing phases, it’s a powerful example of how AI is evolving to meet us where we are—right in the tools we already use. Curious about how this works? Check out the video below for a deeper dive into Gemini 2.0 and agentic AI in action. What do you think—is this the future of AI we’ve been waiting for? Let me know your thoughts below! #ArtificialIntelligence #Innovation #FutureOfTech 🎬 𝗣𝘂𝘀𝗵𝗶𝗻𝗴 𝘁𝗵𝗲 𝗕𝗼𝘂𝗻𝗱𝗮𝗿𝗶𝗲𝘀 𝗼𝗳 𝗩𝗶𝗱𝗲𝗼 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻! After seeing Roan Weigert 🤖 experience with Act-One by Runway, I couldn’t help but imagine the possibilities for the future of content creation. This tech could change everything—from streamlining workflows to delivering high-quality, engaging content faster than ever before. Yes, the $9/minute price tag is steep, but the potential to innovate and disrupt is worth every penny. Excited to see where AI-driven tools like these take us next. The future of storytelling is here! 🔥 #AI #VideoProduction #Innovation #FutureOfContent #GenerativeAI 🌍 "𝗗𝗼𝗲𝘀 𝗵𝘂𝗺𝗮𝗻𝗶𝘁𝘆 𝘁𝗿𝘂𝗹𝘆 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝘁𝗵𝗲 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝘄𝗲’𝗿𝗲 𝗰𝗿𝗲𝗮𝘁𝗶𝗻𝗴?" – Geoffrey Hinton, the father of AI. In this short clip, Hinton explores the profound implications of AI potentially surpassing human intelligence. He discusses the mysteries of neural networks, their decision-making processes, and how we don’t fully grasp the systems we’ve built. ⚙️ We've designed the algorithms, but do we truly understand how they're learning? Watch the full thought-provoking interview here: https://lnkd.in/d8sev6pi #GeoffreyHinton #AI #ArtificialIntelligence #TechTransformation #AIConsciousness #FutureOfAI 🚀 𝗪𝗵𝘆 𝗘𝘃𝗲𝗿𝘆 𝗦𝗺𝗮𝗹𝗹 𝗕𝘂𝘀𝗶𝗻𝗲𝘀𝘀 𝗡𝗲𝗲𝗱𝘀 𝗮𝗻 𝗔𝗜 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 𝗶𝗻 𝟮𝟬𝟮𝟰 Hello everyone! 👋 I’ve been working on creating a 𝘀𝘂𝗽𝗲𝗿 𝗰𝗼𝗼𝗹 𝗔𝗜 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 that’s designed to make running a small business 𝗲𝗮𝘀𝗶𝗲𝗿, 𝗳𝗮𝘀𝘁𝗲𝗿, 𝗮𝗻𝗱 𝘀𝗺𝗮𝗿𝘁𝗲𝗿. 🎯 The future of business isn't just about being online—it's about being responsive. 💬 In 2024, customer expectations are at an all-time high, and immediate engagement is no longer a luxury—it’s a necessity. Whether your customers are reaching out on your website, Instagram, or WhatsApp, they expect instant answers. Here’s how AI Chatbots are transforming the game for small businesses: 1️⃣ 𝟮𝟰/𝟳 𝗜𝗻𝘀𝘁𝗮𝗻𝘁 𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗦𝘂𝗽𝗽𝗼𝗿𝘁 Your customers don’t always contact you during business hours. With an AI chatbot, your business can provide real-time answers 24/7. Whether customers have questions about your services, prices, or need help making a decision, the chatbot keeps your business responsive, even while you're offline. 2️⃣ 𝗕𝗼𝗼𝗸 𝗔𝗽𝗽𝗼𝗶𝗻𝘁𝗺𝗲𝗻𝘁𝘀 𝘄𝗶𝘁𝗵 𝗘𝗮𝘀𝗲 📅 No more manual scheduling headaches! An AI chatbot syncs directly with your calendar and allows customers to book appointments in real-time, removing the back-and-forth of calls and emails. Your customers get what they need, and you avoid time-consuming scheduling conflicts. 3️⃣ 𝗢𝗺𝗻𝗶-𝗖𝗵𝗮𝗻𝗻𝗲𝗹 𝗣𝗿𝗲𝘀𝗲𝗻𝗰𝗲 🌐 Today’s customers expect you to be available on multiple platforms. AI chatbots work seamlessly across your website, Instagram, Facebook, WhatsApp, and more. Engage with your audience where they are, without lifting a finger. 4️⃣ 𝗠𝗶𝘀𝘀𝗲𝗱 𝗖𝗮𝗹𝗹 𝗙𝗼𝗹𝗹𝗼𝘄-𝗨𝗽 𝘄𝗶𝘁𝗵 𝗧𝗲𝘅𝘁 𝗕𝗮𝗰𝗸 📞 Did you know that 85% of customers move to a competitor if their call goes unanswered? With features like Missed Call Text Back, AI chatbot automatically follows up with an SMS, offering to answer questions, schedule appointments, or share more information—saving you from lost leads. 5️⃣ 𝗥𝗲𝗾𝘂𝗲𝘀𝘁 𝗚𝗼𝗼𝗴𝗹𝗲 𝗥𝗲𝘃𝗶𝗲𝘄𝘀 ⭐ Want more online credibility? After every interaction or successful service, our AI chatbot can automatically request Google reviews from satisfied customers. This simple follow-up increases your business’s reputation and helps build trust with future clients. Are chatbots the future of small business success? Absolutely. Let’s embrace the AI revolution and level up the customer experience in 2024! 🚀 These are just some of the problems my 𝗔𝗜 𝗖𝗵𝗮𝘁𝗯𝗼𝘁 is solving for small businesses. But 𝗜 𝗻𝗲𝗲𝗱 𝘆𝗼𝘂𝗿 𝗵𝗲𝗹𝗽! 🤔 What other 𝗽𝗮𝗶𝗻 𝗽𝗼𝗶𝗻𝘁𝘀 do you think an AI chatbot should solve for small businesses? 𝗗𝗿𝗼𝗽 𝘆𝗼𝘂𝗿 𝗶𝗱𝗲𝗮𝘀 𝗯𝗲𝗹𝗼𝘄! 💡👇💡👇 Let's innovate together. 🌟 #SmallBusinessGrowth #AIChatbots #BusinessAutomation #CustomerEngagement #DigitalTools #AIForBusiness #Entrepreneurship #LeadGeneration 🌐 𝙏𝙝𝙚 𝙩𝙚𝙘𝙝 𝙟𝙤𝙗 𝙢𝙖𝙧𝙠𝙚𝙩 𝙞𝙣 2024 𝙞𝙨 𝙢𝙤𝙧𝙚 𝙘𝙤𝙢𝙥𝙚𝙩𝙞𝙩𝙞𝙫𝙚 𝙩𝙝𝙖𝙣 𝙚𝙫𝙚𝙧. 🌐 Carly Taylor nailed it in this post! With 𝟐𝟏𝟑,𝟎𝟎𝟎+ tech professionals laid off this year and 𝟏𝟎𝟎,𝟎𝟎𝟎+ new computer science graduates entering the market, it's no surprise that job postings get 𝟏𝟎𝟎+ 𝐚𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬within hours. 💼 👉 It’s a 𝐧𝐮𝐦𝐛𝐞𝐫𝐬 𝐠𝐚𝐦𝐞—stay consistent, keep applying, and expand your network. 🚀 𝐓𝐨 𝐞𝐯𝐞𝐫𝐲𝐨𝐧𝐞 𝐢𝐧 𝐭𝐡𝐞 𝐠𝐫𝐢𝐧𝐝: What’s your top strategy for standing out in this fierce competition? Let’s share our tips and help each other navigate this challenging landscape! 💬👇 #TechJobs #Layoffs2024 #JobSearchHacks #CareerTips #Networking "Morning thoughts: Another difference between AI and humans: Humans are inherently curious, while AI needs explicit training on data. This got me thinking: what if we could design AI systems that possess curiosity? Imagine the possibilities of an AI that proactively seeks to learn and discover new information. 🤖💡 #AI #MachineLearning #Innovation" Pritika Mehta Andrew Ng Ilya Sutskever Bet you haven't heard of these data job boards 👇 As much as I am team LinkedIn, that is NOT the only place to look for jobs, especially if you're looking for niche roles like data! These job boards specifically target data science, data analytics, data engineering, AI and ML roles. ♻️ Repost if you're targeting one of these roles! 🚀 Exciting Announcement - Launching NeuralNets.AI : https://neuralnets.ai/ This project has been a work in progress for over a year, and I'm thrilled to finally share it with you!: https://neuralnets.ai/ 🎉 NeuralNets.AI is a comprehensive platform offering a wide range of AI learning materials, including: 🔹 AI research papers categorized by NLP, Vision, and Speech 🔹 Data Science learning resources 🔹 Coding questions 🔹 Interview preparation 🔹 Research collaborations 🔹 Job search resources The best part? It's fully free and crowd-sourced! This means you can post content that has been useful in your AI journey. So please sign up, share content, and let's start learning together! Exciting update: You can now move to Germany without a job through their “Opportunity Card” program! Context: Germany has launched a new program called the “Opportunity Card” (Chancenkarte) for skilled immigrants from non-EU countries to enter and land jobs without a permanent job contract. The Opportunity Card marks an expansion of Germany’s efforts to attract young talent from outside the EU in search of permanent work, by lowering the barriers to initial entry. ✅ Here are the eligibility criteria for the Opportunity Card: 1. You’re evaluated on a point-basis on professional qualifications, age, German language skills, vocational training, previous stays in Germany, and more. 2. You need a minimum of 2 years of vocational training or a university degree recognized by your home country. 3. You need to have a language proficiency in German (A1) or English (B2). 4. You need to be financially stable and be able to take care of yourself. ✅ 5 key benefits of the Opportunity Card: - It provides a simplified process to enter Germany. - It delivers a one-year residency with the possibility of a permanent permit. - Every applicant can earn over 1000 EU / month through this program. - It permits up to 20 hours of work per week. - It gives you enough time to find a qualified part-time or full-time job. Employers are also set to get benefits like providing part-time job contracts, access to skilled workers, and hiring without approval from federal employment agencies! To apply for the Opportunity Card, submit your application at the relevant German Consulate if you pass the eligibility criteria. Link to more info in the comments 👇 … Please re-share this post so it helps more people! 🙏 Finally, if you’re an immigrant in America, join 15,000+ who get my weekly newsletter packed with breaking news & free resources like this: https://lnkd.in/gKtUGU-r :) p.s. This is NOT legal advice. Rather insights shared based on my research. #unshackled #immigration #jobs #germany #visa #india #layoffs Nvidia just surpassed Apple in market cap… now valued at $3.01 trillion. 🤯 It took them 30 years to get to $1 trillion market cap. … then 10 months to double to $2 trillion. … then just 96 days (!) to hit $3 trillion. 😳 By *far* the fastest $2 to $3 trillion ascent in history. It took the previous record-holder, Microsoft, 649 days… and Apple did it in 718 days. Unbelievable journey. Building AI apps is more than just models! As an AI professional, understanding full-stack AI application development is crucial. I recently came across a fantastic free webinar that delves into this. Why is it important? Because creating a successful AI product involves more than algorithms. You need to know how to build seamless interfaces with Next.js, Prisma, and deploy effortlessly with Vercel. These tools help in creating scalable and efficient AI solutions. This webinar covers it all – from integrating vector databases to leveraging cloud infrastructure. It’s a great resource for anyone looking to master the entire AI stack. This is happening tomorrow morning 10am PT (30th May) and the recording + code assets will be shared after the session. Register here: bit.ly/full-stack-ai Hi Everyone, Continuing with my #PromptToWebsite project, I'm thrilled to share some significant developments: 🌟 Input Page Created: Users can now enter their Business Name and Keywords to describe their business. This intuitive interface allows you to easily provide the information you want to see on your website. 🏠 Home Component Built: The Home component welcomes users and includes a button to generate the website. It’s designed to be user-friendly and engaging, making the process seamless. 🔧 Backend Logic in Progress: I’m currently developing the backend logic to gather website content using API calls to Large Language Models (LLM). For a content generation in different sections like Intro, About Us, and Services I'm leveraging Google’s powerful Google Gemini API (model: 'gemini-1.5-flash') to ensure high-quality outputs. I would like to mention that this project is inspired by the innovative work of Pritika Mehta and her team at Butternut AI. Their contributions to the field have been incredibly motivating. Stay tuned for more updates as we bring this project to life! #Innovation #WebDevelopment #NoCode #OpenSource #LLM #API #ContentGeneration #Tech #AI #FutureOfWeb looks like I got a new dream destination on my list. #TechHeaven #InnovationHub "During a Gold Rush, sell Shovels" - Mark Twain. NVIDIA has been successfully selling shovels in all major gold rushes (dot com, cloud computing, machine learning, digital assets & blockchain, metaverse, and now AI). No wonder their stock is going through the roof this year and is up +121% already. But here comes the crazy part. Since 1999, Nvidia has added $2.62 trillion in market cap, or $100 billion+ per year for 25 straight years 😳 Nvidia is now larger than: - GDP of every country in the world except 7 - GDP of Spain and Saudi Arabia. COMBINED - 4x the market cap of Tesla - The market cap of Walmart and Amazon. COMBINED - 9x the market cap of AMD - GDP of every US state except California and Texas - 17x the market cap of Goldman Sachs - The entire German stock market AI is eating the world now, and Nvidia is calling the shots. Absolutely insane. P.S. check out 🔔linas.substack.com🔔, it's the only newsletter you need for all things when Finance meets Technology. For founders, builders, and leaders. 🚀 Exciting Announcement! 🚀 Hi everyone, I'm thrilled to share a project that's been a dream of mine: I'm building a revolutionary text-to-website builder! 🌟 Imagine creating a fully functional website with just one prompt. No coding, no hassle, just pure creativity unleashed in seconds. Leveraging the power of Large Language Models (LLM) and APIs, this tool is designed to empower anyone, from entrepreneurs to hobbyists, to bring their ideas to life effortlessly. And the best part? It's an open-source project! If you're passionate about innovation and want to contribute, please reach out to me. Whether you're into AI, web development, UX design, or anything in between, there's a place for you in this journey. I am integrating advanced features like function calling in LLM, dynamic content generation, and seamless API integrations to make this builder incredibly robust and versatile. Together, let's make web development as easy as sending a text! 💬➡️🌐 #Innovation #WebDevelopment #NoCode #OpenSource #LLM #API #FunctionCalling #Startups #Tech #AI #FutureOfWeb Expand your AI knowledge with this essential reading list curated by Ilya Sutskever, co-founder of OpenAI plus key LLM papers added by Arun Rao. Dive in and stay ahead in the field. OpenAI CEO Sam Altman reveals how to create a GPT app in under 4 minutes, no coding needed. This marks a major tech shift, enabling anyone to build and sell AI apps. Expect an explosion of new products and solo entrepreneurs in the coming years. Check my free newsletter for more insights: https://lnkd.in/dCpgAYjt What a week, huh? 1. Mojo 🔥 went open-source 2. Claude 3 beats GPT-4 3. $100B supercomputer from MSFT and OpenAI 4. Andrew Ng and Harrison Chase discussed AI Agents 5. Karpathy talked about the future of AI ... And more. Here is everything that will keep you up at night: Mojo 🔥, the programming language that turns Python into a beast, went open-source. This is a huge step and great news for the Python and AI communities! With Mojo 🔥 you can write Python code or scale all the way down to metal code. It's fast! https://lnkd.in/eF24wahp Claude 3 is the best model in the market right now, overtaking GPT-4. Claude 3 Opus is #1 in the Arena Leaderboard (beating GPT-4.) Opus is a huge model, but Claude 3 Haiku is cheap and fast. And it's also beating GPT-4 0613! https://lnkd.in/eAQxqQax Microsoft and OpenAI are working on a $100 billion supercomputer. They are calling it "Stargate" and expect it will be ready by 2028. The report mentions "proprietary chips." Will Microsoft design its own chips, or will it use Nvidia GPUs? https://lnkd.in/eUV58P_K Andrew Ng (@AndrewYNg) gave a short presentation titled "What's next for AI agentic workflows," discussing the importance of AI agents. You can watch it in this short YouTube video: https://lnkd.in/emKYzsrs He posted a summary of his ideas here: https://lnkd.in/egS9TxVX Harrison Chase (@hwchase17 from @LangChainAI,) followed Andrew with his own presentation about what's next for agents. Langchain is the most popular AI library to work with LLMs. Here is the presentation: https://lnkd.in/e7F9pP2K Andrej Karpathy (@karpathy) discussed the future of AI and large language models in a conversation with Stephanie Zhan (@stephzhan). Here is the conversation: https://lnkd.in/e7by7f66 The story behind Emad Mostaque and Stability AI is the plot of a thriller movie. This is the second time that Emad is the protagonist of a story where he is the villain. Again, he denied all of the allegations and said it’s all false. Judge yourself: https://lnkd.in/eS8RvenF Apple announced its annual WWDC conference. Apple's Senior VP of Worldwide Marketing, Greg Joswiak, said the event will be “Absolutely Incredible.” Capital "A", Capital "I". Pretty obvious they'll talk a ton about AI. https://lnkd.in/eZUGqsKb That's a ton. We'll do this again next week. It looks like AGI (Artificial General Intelligence) is not far away! 🚀 Exciting times ahead as intelligent robots continue to push the boundaries of technology. #AGI #ArtificialIntelligence #IntelligentRobots 🤖 Our life gets balanced on a tripod: time, money, relationships [1] You can convert time into money (by working hard). [2] Money into time (by hiring others, automating your businesses etc). [3] Use time & money to improve your relationships. Most people unfortunately are MADE TO RUN an artificial race. Want better control? Get a grip on your time. And, money. Doing simple things like: Pomodoro technique of focused work. Or learning how to invest sensibly are critical things that would improve your outcomes in life. 👉 Prepping for a Data Scientist interview? Access this invaluable resource for success! 🚀🔍 #DataScience #InterviewPrep #CareerDevelopment Want to become an AI expert w/o spending $1000s? 🤓 I find this list curated by Chris Donnelly helpful: He spent 100+ hours putting this together curating AI cheat sheets from top AI Creators in the world. Beginner guides: 1. ChatGPT for dummies by Chris Donnelly http://bit.ly/4974M5T 2. ChatGPT for Kids by Dirk Zee https://bit.ly/3OctMR6 Prompt frameworks: 3. Prompt frameworks by Hamna Aslam Kahn https://bit.ly/3tRK4rO 4. Ultimate Prompt guide by Aadit Sheth https://bit.ly/4b9CMjF Complete AI courses: 5. Personal Masters in AI by Chris Donnelly https://bit.ly/4b7TK24 6. Google courses by Allie K. Miller https://bit.ly/48JxiKV 7. Ultimate E-Commerce Prompts by Jo Lambadjieva https://bit.ly/3Ocht7q 8. 10 AI courses from top companies by Chris Donnelly https://bit.ly/494FrJA AI for job hunting: 9. The AI Job hunting Cheatsheet by Chris Donnelly https://bit.ly/48Dbh0i 10. AI for jobhunting by Awais Khan https://bit.ly/48I8HGq 11. Crack 10X more job interviews with AI by Hasan Toor ✪ https://bit.ly/48MXKDt AI for Sales: 12. How to close more leads by Matthew Lakajev 🚀 https://bit.ly/3u26aaU 13. Prospect research by Thibaut Souyris http://bit.ly/3S6Muuz 14. Best AI sales tools by Michel Lieben 🧠 https://bit.ly/47PJp7Y AI for Content Creation: 15. How to use AI for content by Luke Matthews https://bit.ly/48lnrtY 16. The best AI copywriting tools by Audrey Chia 🚀 https://bit.ly/3S8zC79 Tools: 17. Free vs Paid by Adam Biddlecombe https://bit.ly/48IIx6e 18. 27 AI tools by Ruben Hassid https://bit.ly/47NrBud 19. Top AI tools for work by Chris Donnelly https://bit.ly/47HCDkB AI for Marketing: 20. Ultimate marketing prompts by Matt Village https://bit.ly/493psLT 21. Build your marketing strategy with AI by Mohamed Sakr 🔸 https://bit.ly/4bA6634 22. AI SEO Articles by Jake Ward https://bit.ly/4b9aA0g Ai for Productivity: 23. 10X your productivity with these AI tools by Eyisha Zyer https://bit.ly/42bo1IY 24. 18 AI tools to boost your productivity by Sachin B https://bit.ly/42aNlyN - - - - - 📌 If you are interested to dive deeper, grab my book - “Reimagined: Building Products with Generative AI”, featuring over 150 real-world examples, 30 case studies, and 20+ frameworks on Amazon: https://a.co/d/btmnJfu #ProductManagement #AI #GenerativeAI As AI continues to evolve, the immense electricity consumption required for computing by big tech giants, the electricity needed for computing by big tech is now as much as entire countries use. This trend is on track to become unsustainable in the near future. Discover how Professor Deblina Sarkar and her team at MIT are addressing this pressing issue through groundbreaking spintronics research, offering a pathway to energy-efficient computing. #Spintronics #EnergyEfficiency #sustainableAI #AI 4 years ago I struggled to land my first freelance ML engineering contract. Then I discovered this ↓ Building one professional real-world ML project is the best way to stand out from the crowd, and land an ML job. And here is how you can do it, 𝘀𝘁𝗲𝗽-𝗯𝘆-𝘀𝘁𝗲𝗽 👩‍💻👨🏽‍💻↓ 𝗦𝘁𝗲𝗽 𝟭. 𝗙𝗶𝗻𝗱 𝗮 𝗿𝗲𝗮𝗹-𝘄𝗼𝗿𝗹𝗱 𝗽𝗿𝗼𝗯𝗹𝗲𝗺 𝘆𝗼𝘂 𝗮𝗿𝗲 𝗶𝗻𝘁𝗲𝗿𝗲𝘀𝘁𝗲𝗱 𝗶𝗻 Working on projects is harder than completing online courses. But hey, no pain no gain. You must work on a problem you are interested in. Otherwise, you will quit. 𝗦𝘁𝗲𝗽 𝟮. 𝗙𝗶𝗻𝗱 𝗮 𝗱𝗮𝘁𝗮 𝘀𝗼𝘂𝗿𝗰𝗲 Preferably a live API. If not possible, pick a static dataset from Kaggle. Here is a superb repo with a list of public APIs you can use https://lnkd.in/dgUABbqt 𝗦𝘁𝗲𝗽 𝟯. 𝗕𝘂𝗶𝗹𝗱 𝗮 𝘀𝗶𝗺𝗽𝗹𝗲 𝗠𝗟 𝗺𝗼𝗱𝗲𝗹 Do not try to build THE PERFECT model, and only then move to the next phase. Because this leads you to a never-ending Jupyter-notebook-development-cycle, and you get lost. Start with basic features and a basic model. And move to the next step. 𝗦𝘁𝗲𝗽 𝟰. 𝗕𝘂𝗶𝗹𝗱 𝗮 𝗠𝗶𝗻𝗶𝗺𝘂𝗺 𝗩𝗶𝗮𝗯𝗹𝗲 𝗣𝗿𝗼𝗱𝘂𝗰𝘁 A Jupyter notebook is not enough to prove your solution might work. You need to go one step further and build a minimal working system. I recommend you follow the 3-pipeline design ↓ https://lnkd.in/e87h46Rj 𝗦𝘁𝗲𝗽 𝟱. 𝗦𝘁𝗮𝗿𝘁 𝗶𝘁𝗲𝗿𝗮𝘁𝗶𝗻𝗴 𝗼𝗻 𝘁𝗵𝗲 𝗺𝗼𝗱𝗲𝗹 Once the system works, start improving it by - increasing training data size - increasing the number of features - trying a more complex ML model - optimizing model hyper-parameters 𝗦𝘁𝗲𝗽 𝟲. 𝗣𝘂𝘀𝗵 𝘆𝗼𝘂𝗿 𝗰𝗼𝗱𝗲 𝘁𝗼 𝗮 𝗽𝘂𝗯𝗹𝗶𝗰 𝗚𝗶𝘁𝗛𝘂𝗯 𝗿𝗲𝗽𝗼 𝗮𝗻𝗱 𝘄𝗿𝗶𝘁𝗲 𝗮 𝗯𝗲𝗮𝘂𝘁𝗶𝗳𝘂𝗹 𝗥𝗘𝗔𝗗𝗠𝗘 The README file is the first thing your future employer will see. Explain the problem you wanted to solve and the solution you built. Here is an example https://lnkd.in/e26YXksR ---------- Hi there! It's Pau Labarta Bajo Every day I share free, hands-on content, on production-grade ML, to help you build real-world ML products. 𝗙𝗼𝗹𝗹𝗼𝘄 𝗺𝗲 and 𝗰𝗹𝗶𝗰𝗸 𝗼𝗻 𝘁𝗵𝗲 🔔 so you don't miss what's coming next #machinelearning #mlops #realworldml 5-minute crash course on 𝗗𝗼𝗰𝗸𝗲𝗿 for 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 🐳↓ Docker is the #1 most-used developer tool in the world. 𝗔𝗻𝗱 𝗱𝗼 𝘆𝗼𝘂 𝗸𝗻𝗼𝘄 𝘄𝗵𝘆? Because it solves the #1 most-annoying issue that every Software and ML engineer faces every day. And that is... ... having an application (e.g. a training script, or REST API) that -> runs perfectly on your local machine 😃 -> but, doesn't work in the production environment 😔😔😔 aka the "𝗕𝘂𝘁 𝗶𝘁 𝘄𝗼𝗿𝗸𝘀 𝗼𝗻 𝗺𝘆 𝗺𝗮𝗰𝗵𝗶𝗻𝗲” problem. 𝗦𝗼𝗹𝘂𝘁𝗶𝗼𝗻 -> 𝗗𝗼𝗰𝗸𝗲𝗿𝗶𝘇𝗮𝘁𝗶𝗼𝗻 In this video lecture you will learn enough Docker, so you don't have this problem anymore 🎬 ---- Hi there! It's Pau Labarta Bajo 👋 Every day I share free, hands-on content, on production-grade ML, to help you build real-world ML products. 𝗙𝗼𝗹𝗹𝗼𝘄 𝗺𝗲 on LinkedIn and 𝗰𝗹𝗶𝗰𝗸 𝗼𝗻 𝘁𝗵𝗲 🔔 so you don't miss what's coming next #machinelearning #mlops #realworldml #docker "Just had this thought : What if humans are the ultimate AI, with our bodies as complex ML models and our minds as advanced algorithms, all wired for dopamine-driven reinforcement learning? This reveals our intricate design, but it leaves us pondering - who, if any, is the master architect behind us? As we stand at the intersection of human curiosity and technological advancement, the question remains open for us to ponder: Are we the actual AGI(Artificial General Intelligence), designed by someone or something else, navigating through a reality far more intricate than we can currently comprehend? The pursuit of this question not only fuels our scientific and philosophical explorations but also connects us to the profound mystery that is our existence in the cosmos. 🌌🧠✨ #BeyondAI #HumanMystery #CosmicCode Google DeepMind OpenAI DeepLearning.AI "Just had this thought : What if humans are the ultimate AI, with our bodies as complex ML models and our minds as advanced algorithms, all wired for dopamine-driven reinforcement learning? This reveals our intricate design, but it leaves us pondering - who, if any, is the master architect behind us? As we stand at the intersection of human curiosity and technological advancement, the question remains open for us to ponder: Are we the actual AGI (Artificial General Intelligence), designed by someone or something else, navigating through a reality far more intricate than we can currently comprehend? The pursuit of this question not only fuels our scientific and philosophical explorations but also connects us to the profound mystery that is our existence in the cosmos. 🌌🧠✨ #BeyondAI #HumanMystery #CosmicCode Google DeepMind OpenAI DeepLearning.AI Check out My Latest Article: "The Unsung Heroes of Our Digital World: APIs" #TechHeroes #APIs #DigitalInnovation #BehindTheScenes Check out this incredible AI application in basketball by Ayush Pai – a must-see for sports enthusiasts! Witness firsthand how Machine Learning and AI are revolutionizing the Sports. Kudos to Ayush for the fantastic work! 👏🏀 #SportsTech #AIRevolution #geminiai 𝐓𝐢𝐭𝐥𝐞: 𝐍𝐚𝐯𝐢𝐠𝐚𝐭𝐢𝐧𝐠 𝐭𝐡𝐞 𝐇𝐢𝐠𝐡𝐬 𝐚𝐧𝐝 𝐋𝐨𝐰𝐬: 𝐋𝐢𝐟𝐞 𝐋𝐞𝐬𝐬𝐨𝐧𝐬 𝐟𝐫𝐨𝐦 𝐌𝐲 𝐓𝐫𝐚𝐝𝐢𝐧𝐠 𝐉𝐨𝐮𝐫𝐧𝐞𝐲 Embarking on a new venture always comes with its set of challenges and lessons. My recent foray into the world of day trading has been no exception. A month ago, I discovered that in trading, one could sell stocks first and then buy them later to secure a profit. This revelation was the commencement of an exhilarating journey. On my first day, I earned a profit of Rs 3,000, followed by Rs 7,000 on the second day. By the next Monday, my earnings soared to Rs 15,000 in a single day. At this pace, I naively believed that I could easily replace my job's monthly income in just a week through stock market earnings. However, as the saying goes, "In trading, the first profits are usually beginner's luck," and indeed, it was true for me. As the days progressed, the initial euphoria was quickly replaced by the harsh realities of trading. I encountered significant losses, starting with a Rs 3,000 loss at the beginning of the week and culminating in a staggering Rs 16,000 loss in a day on Friday. Despite these setbacks, this journey through the volatile waves of the stock market has imparted invaluable life lessons, much beyond the realm of trading. 1. 𝑺𝒕𝒂𝒚𝒊𝒏𝒈 𝑪𝒂𝒍𝒎: The market's volatility taught me the power of calmness amidst chaos—a skill that's invaluable in life's unpredictable moments. 2. 𝑸𝒖𝒊𝒄𝒌 𝑫𝒆𝒄𝒊𝒔𝒊𝒐𝒏𝒔: Trading emphasized the importance of swift, decisive action. Hesitation costs, not just in stocks but in life's fleeting opportunities. 3. 𝑹𝒊𝒔𝒌 𝑴𝒂𝒏𝒂𝒈𝒆𝒎𝒆𝒏𝒕: Understanding and managing risks in trading mirrored the delicate balance of life's decisions, weighing potential gains against possible losses. 4. 𝑮𝒓𝒐𝒘𝒕𝒉 𝑴𝒊𝒏𝒅𝒔𝒆𝒕: Each trade, win or lose, was a lesson in adaptation and growth, encouraging a mindset that views challenges as opportunities. 5. 𝑷𝒂𝒕𝒊𝒆𝒏𝒄𝒆: In trading, as in life, patience often marks the difference between success and failure, teaching the virtue of waiting for the right moment. This brief trading stint has imparted wisdom far beyond financial gains, molding resilience, decisiveness, and patience in me. Let's embrace our journeys, with all their highs and lows, and move forward enriched by the lessons they teach. #LifeLessons #trader #TradingJourney #Resilience #GrowthMindset AI and the Future of Money. __________ Join 30,999+ Professionals, including savvy Entrepreneurs, Founders, and Marketers, who are staying ahead in their fields with AI Fire — our exclusive, FREE newsletter. Get smart insights on AI and Technology that are valued by readers at top companies like Google, Meta & Microsoft —> https://lnkd.in/gG6KCpuw __________ AI can't predict money's future right now, but fabdreamai (Fabio Comparelli) made a video showing how money has changed over time. It's amazing! GenAI shows its power here. It's a smart idea with a fantastic outcome! "Embrace growth; stagnation hurts more." "At the end, it's your choice." 𝗗𝗮𝘁𝗮 𝗶𝘀 𝗯𝗲𝗮𝘂𝘁𝗶𝗳𝘂𝗹! ✨ These fascinating data maps show the #world's #infrastructure, including #seaports, roads, railways, cities and #airports, and illustrate the different densities and distributions in each country … How can we improve our #business with #AI & #Data? ✔️ 𝗣𝗿𝗼𝗰𝗲𝘀𝘀 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Use AI & Data to optimize business processes, streamline operations, and reduce costs. ✔️ 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀: Implement predictive models to forecast future trends, demand, and customer behavior. ✔️ 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻: Integrate AI-powered #automation to handle routine tasks and enhance productivity. ✔️ 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴: Leverage AI for targeted marketing campaigns and personalized content delivery. 𝗢𝗻𝗹𝘆 𝘄𝗵𝗲𝗿𝗲 𝘁𝗵𝗲𝗿𝗲 𝗶𝘀 𝗴𝗼𝗼𝗱 𝗱𝗮𝘁𝗮 𝗰𝗮𝗻 𝗯𝗲 𝗴𝗼𝗼𝗱 𝗔𝗜! 🦾♥️ 𝗢𝗻 𝗝𝗮𝗻𝘂𝗮𝗿𝘆 𝟯𝟭𝘀𝘁, Deloitte & Google invite you to join our #GenAI event in Munich! You can register online or join us in person. I’m proud to moderate the event & looking forward to meet some of you there! Link is in the comments!! What daily tasks would YOU like to hand over to AI? 𝘊𝘳𝘦𝘥𝘪𝘵𝘴 𝘵𝘰: Peter Atwood "Proud to be part of this great institute." 🎓 #Gratitude #ProudAlumni #ict A new AI system developed by researchers at Stanford University makes impressive breakthroughs in training mobile robots that can perform complex tasks in different environments. Kudos to the Stanford University researchers for pushing the boundaries of AI in robotics! 🌐🔍 #aiinnovation #RoboticsRevolution #stanforduniversity #airesearch A new AI system developed by researchers at Stanford University makes impressive breakthroughs in training mobile robots that can perform complex tasks in different environments. Kudos to the Stanford University researchers for pushing the boundaries of AI in robotics! 🌐🔍 #aiinnovation #RoboticsRevolution #stanforduniversity #airesearch "Supercharge your job search with ChatGPT! #jobsearch #chatgpt #careerboost "🚀 Excited to share a curated list of 20 Beginner-Friendly Machine Learning Projects! Whether you're diving into ML or looking for hands-on projects, this list has got you covered. From image classification to predictive analytics, there's something for everyone. Ready to kickstart your ML journey? Explore these projects and let the learning adventure begin! 💡🤖 #MachineLearning #DataScience #ProjectsForBeginners" #freshersjob Great opportunity !! #phdopportunity #phd #hiring #chemicalengineering If you're feeling overwhelmed by stress, this small mindset shift could help you power through. Interested in learning more? Watch psychologist Kelly McGonigal's full talk here: http://t.ted.com/vtxNRbt How to make your resume so good in 2024 (using AI) that employers can’t ignore you: I’m using a tool called Teal that helps with covering every aspect of a great resume like: • Tailoring your resume to unique job descriptions • Using all the right keywords • Writing cover letters (they’re exhausting, let Teal take care of that) • Using the right resume template You’d think that’s all, right? BIG Nope. I’m sharing a video below to see just how many shortcomings Teal was able to capture in my resume like: → Not using numerical data to back up my accomplishments → Not mentioning how long it took me to achieve certain goals → Not sharing my LinkedIn profile You can find out straight away where your resume falls short and why you’re getting rejected using Teal’s free resume builder: tealhq.com #TealPartner #sponsored My 3D LinkedIn profile made by #microsoft designer 👇🏻 Yeah, it's dominant enough! But how? "In the current era dominated by A.I. technology, its rapid evolution is reshaping various aspects of our world, including finance, business, education, health, social life, entertainment, and learning. You can do it too! Unleash your creativity with Microsoft Designer using the provided prompt. "Create a 3D illustration of an animated character of a boy sitting casually on top of the cubical logo "LinkedIn". The character wears a modern outfit . The background of the character is a mockup of his LinkedIn profile page with the profile name "Your name" and a profile picture the same as the character and followers of "no. of followers" and connection "no. of connections" Microsoft Designer :- https://lnkd.in/ddtbhUjvhttps #microsoft #chatgpt #promptengineering #artificialintelligence #graphicdesign #microsoftdesigner #microsoftbing #linkedin #3dillustration #aiimage #technology #viralpost 🚀 Exciting Update in My Machine Learning Journey! 🚀 Thrilled to share that I've successfully completed the "Track 1: Intro to MLOps" course on Codecademy! 🎉🤖 In this comprehensive program, I delved into the fundamentals of MLOps, gaining valuable insights into the intersection of machine learning and operations. From understanding deployment strategies to optimizing machine learning workflows, this course has been a game-changer in my journey. A huge shoutout to Codecademy for providing such a fantastic learning experience! 🙌💻 I'm eager to apply these newfound skills and knowledge in real-world scenarios. If you're passionate about MLOps or have insights to share, I'd love to connect and discuss! 🚀🤝 #mlops #machinelearningalgorithms #codecademy #techenthusiast #continuouslearning Skip LinkedIn! LinkedIn won't guarantee you remote work success. Explore these 8 websites offering USD payments for remote jobs: _________________ ✋🏿1. RemoteOK | RemoteOK - RemoteOK is a job board that specifically focuses on remote opportunities. -It allows users to filter jobs based on factors like time zones and skills. remoteok.com | 🥰 ________ ✋🏿2. Toptal | Toptal Toptal stands as an exclusive network comprising the world's leading freelance software developers, designers, finance experts, product managers, and project managers. toptal.com | 🥰 ________ ✋🏿3. Wellfound | @WellfoundHQ -Facilitating connections between startups and job seekers. -Explore 130,000 tech jobs and 27,000 companies. wellfound.com | 🥰 ________ ✋🏿4. Flexjobs - Discover remote job opportunities, whether near your location or globally. -Presenting 53,779 online job listings from 5,495 companies. flexjobs.com | 🥰 ________ ✋🏿5. Nodesk.co -Discover top remote job opportunities. -Connect with companies that provide the flexibility to work from home. http://nodesk.co | 🥰 ________ ✋🏿6. Jsremotely.com -Find jobs for JavaScript, React, Vue, Node.js, Angular,etc. -200+ jobs are released. jsremotely.com | 🥰 ________ ✋🏿7. Tryremotely.com -Explore 17,609 job listings from 15,424 companies. -Secure a remote job and work from any location. tryremotely.com | 🥰 ________ ✋🏿8. Virtual Vocations: -Virtual Vocations focuses on remote job opportunities and offers a subscription service that provides additional resources for remote job seekers. thebarefootnomad.com | 🥰 _________________ That's a wrap! 😊 ✅ If you enjoyed this post or found it useful, 1. Follow me https://lnkd.in/d8ar7sZS for more of these. 2. Feel free to repost and/ share this post with your network. _________________ #remotejobs #linkedin #workfromhome Honored and Grateful: Achieving a Key Milestone at Monarch AMS! 🚀 Thrilled to share the exciting news that I've been recognized for my contributions to the Monarch AMS team. We've successfully achieved a 35% reduction in incident inflow, a testament to our collective dedication and commitment to excellence. 🏆 Gratitude to the incredible AMS Leadership Team - Dagmar, Srini, Uday, Lakshmi - for their support. 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