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#Promptengineering Reel by @shivanjaliverse - I started my career as a Software Engineer at Microsoft, working on a PaaS product on Azure. Solid engineering work, but I always knew I wanted to mov
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@shivanjaliverse
I started my career as a Software Engineer at Microsoft, working on a PaaS product on Azure. Solid engineering work, but I always knew I wanted to move closer to AI. When I transitioned into working on an AI-agent based product in Copilot Studio, it wasn’t overnight or accidental. I went back to the basics! Revised Python and ML fundamentals… then steadily built depth in GenAI: prompt engineering, embeddings, RAG, vector stores, and hands-on integrations with different LLMs. I explored agent frameworks like LangChain and Semantic Kernel, and experimented with SmolAgents, CrewAI, and Bot Framework to understand different agent architectures and patterns. Alongside this, I built small real-world projects like chatbots, retrieval systems, and automations… to see how these systems actually behave beyond demos. I also focused on production-ready thinking: logging, monitoring, prompt versioning, and Responsible AI, because agents don’t live in notebooks… they run in real systems. What made the transition effective wasn’t starting from scratch, but mapping my SWE experience to AI impact… using agents to automate workflows, improve search, reduce manual effort, and scale decision-making. This isn’t a story about cracking interviews or having a PhD in AI. It’s about being consistent, practical, and curious while already being a software engineer. I’ve put together a 6-month AI Engineer roadmap that you can follow (for both students and working professionals) Comment “AI” and I’ll share the complete roadmap with you 📩 [ AI Engineer, AI Engineer Roadmap, Software developer, Software Engineer, Engineering, Microsoft, Story of my life, Career advice, Mentoring, Career guidance ] #AI #Roadmap #Microsoft #SoftwareEngineer #Corporate
#Promptengineering Reel by @woman.engineer (verified account) - 🚀 How to Become an AI Engineer in 2026 👩🏻‍💻Save for later Step-by-step Roadmap 🔹 PHASE 1: Foundations (0-3 Months) Don't skip this. Weak foundat
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@woman.engineer
🚀 How to Become an AI Engineer in 2026 👩🏻‍💻Save for later Step-by-step Roadmap 🔹 PHASE 1: Foundations (0–3 Months) Don’t skip this. Weak foundations = stuck later. 1️⃣ Programming (Must-Have) Python: loops, functions, OOP Libraries: NumPy, Pandas, Matplotlib / Seaborn 📌 Practice daily: LeetCode (easy) HackerRank (Python) 2️⃣ Math for AI (Enough, not PhD level) Focus only on: Linear Algebra (vectors, matrices) Probability & Statistics Basic Calculus (idea of gradients) 📌 Conceptual understanding is enough — no heavy theory. 🔹 PHASE 2: Machine Learning (3–6 Months) Learn: Supervised & Unsupervised Learning Feature Engineering Model Evaluation Algorithms: Linear & Logistic Regression KNN Decision Trees Random Forest SVM K-Means Tools: Scikit-learn 📌 Project Ideas: House price prediction Student performance prediction Credit risk model 🔹 PHASE 3: Deep Learning & AI (6–10 Months) Learn: Neural Networks & Backpropagation CNN (Images) RNN / LSTM (Text) Transformers (Basics) Frameworks: TensorFlow or PyTorch (choose ONE) 📌 Project Ideas: Face mask detection Image classifier Spam email detector Basic chatbot 🔹 PHASE 4: Modern AI (2025–2026) 🔥 This is where the JOBS are coming from. Learn: Generative AI Large Language Models (LLMs) Prompt Engineering RAG (Retrieval-Augmented Generation) Fine-tuning models Tools: OpenAI API Hugging Face LangChain Vector Databases (FAISS / Pinecone) 📌 Project Ideas: AI PDF Chat App Resume Analyzer AI Study Assistant AI Customer Support Bot 🔹 PHASE 5: MLOps & Deployment (CRITICAL) Learn: Git & GitHub Docker (basics) FastAPI / Flask Cloud basics (AWS or GCP) Deploy: ML models as APIs AI apps on the cloud 📌 Recruiters LOVE deployed projects. . . . #datascientist #aiengineer #codinglife #softwaredeveloper #programming
#Promptengineering Reel by @john_lee_official (verified account) - Unlock 95% of AI mastery by focusing on just five key skills! 🚀 From prompt engineering and stacking to building AI employees and communicating eff
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@john_lee_official
Unlock 95% of AI mastery by focusing on just five key skills! 🚀 From prompt engineering and stacking to building AI employees and communicating effectively with AI, these are the skills that separate beginners from true AI pros. 💡 💬 Want the full breakdown and learn how to monetize these skills? Comment “AI” and get access to the free training today!
#Promptengineering Reel by @iamrawan - Beginner friendly guide to learning AI skills 📖 A lot of people feel confused about what it means to "learn AI." Here are some practical skills and
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@iamrawan
Beginner friendly guide to learning AI skills 📖 A lot of people feel confused about what it means to “learn AI.” Here are some practical skills and tools you can learn that are beginner friendly and don’t require any coding. Being proficient in these skills and tools alone will make you way ahead of the curve: 1. Vibe coding: building an app by telling what you want AI to do in plain English. My favorite tool to vibe code is @lovable.dev (lmk if u want a video on this) 2. Prompt engineering: learning how to give AI clear and strategic instructions to get better results / responses. I’m currently enrolled in the Google essentials for prompt engineering course on @coursera. It’s only 4 hours and great for learning the basics. 3. Building an agent: creating an AI that doesn’t just respond but completes tasks for you. Think of it as an AI with a job description. You define the goal, the boundaries, the tools, and it executes. This is definitely on the more advanced side, so I’ll probably enroll in another course to learn how to build an agent on @claudeai #aiskills #vibecoding #aiagent #jobmarket #learnai
#Promptengineering Reel by @garyvee (verified account) - Use it .. don't fear it … "prompt engineering" is going to be a very important skill for the next decade and you should learn how to get good at it n
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@garyvee
Use it .. don’t fear it … “prompt engineering” is going to be a very important skill for the next decade and you should learn how to get good at it now. These aren’t search engines, there’s an entirely diffent skill to be learned and if you get good at it it can help you plan for the future .. hope this prompt helps someone today ❣️❣️❣️ PS: Hit the follow or following button in my profile and hit the ⭐️ to add to favorites #chatgpt #ai #artificialintelligence #garyvee
#Promptengineering Reel by @realvisiontv (verified account) - 🔥 Ash Bennington and Dave Mazza, CEO of Roundhill Investments, meet to discuss the evolving job market and the rise of AI communication skills… 🚀⁠ ⁠
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@realvisiontv
🔥 Ash Bennington and Dave Mazza, CEO of Roundhill Investments, meet to discuss the evolving job market and the rise of AI communication skills… 🚀⁠ ⁠ 🔑 Key Insights:⁠ • 👶 A New Generation’s Future: As technology advances, parents are asking: What skills will truly matter for the next generation? 📚💡⁠ • 🖥️ Beyond Coding: While coding is valuable, the rise of AI means that prompt engineering—the ability to communicate effectively with AI—could be just as important. 🤖📝⁠ • 🎯 Shaping Tomorrow’s Jobs: Mastering AI interactions may be a better long-term skill than learning new programming languages. The workplace is evolving—are you ready? 🔮🚀⁠ ⁠ #AI #FutureOfWork #TechTrends #PromptEngineering⁠ ⁠ 🔥 Get FREE ACCESS to Real Vision (link in bio)
#Promptengineering Reel by @aifornontechies (verified account) - Comment "SKILLS" and I'll send you the direct link. Google dropped a complete AI course catalog for free. This covers prompt engineering, model desi
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@aifornontechies
Comment "SKILLS" and I'll send you the direct link. Google dropped a complete AI course catalog for free. This covers prompt engineering, model design, healthcare AI, and product thinking across all skill levels. You can choose from quick 30-minute lessons, full career certifications, or deep technical courses from DeepMind and the Gemini teams. Each course shows estimated completion time upfront — ranging from 30 minutes to several hours. If you want to build real AI skills without paying for expensive bootcamps, this gives you the same curriculum major companies use internally. But for free. #googleAI #google #ai #aitools
#Promptengineering Reel by @marina.petzel.tech - ⚠️ Prompt Engineer: The next hot job in AI There is a new job in AI job market - Prompt Engineer, which is very well paid and doesn't require a lot
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@marina.petzel.tech
⚠️ Prompt Engineer: The next hot job in AI There is a new job in AI job market - Prompt Engineer, which is very well paid and doesn’t require a lot of technical knowledge. Prompt Engineer needs to have the skill of crafting an input to deliver a desired result from generative AI. Why do we need prompt engineering? LLMs (large language models) are not interpretable. Prompt engineer is a person who has to be familiar with LLMs architecture and operations in order to create well crafted prompts. What do you think about this job? #ai #artificialintelligence #prompt #promptengineering #promptengineer #newjob #careerintech #datascience #datascientist #datasciencejobs #chatgpt #openai #llm #languagemodel #nlp #naturallanguageprocessing #machinelearning #ml
#Promptengineering Reel by @sreenidhirajakrishnan (verified account) - 9 Google certificates that cost $0, not $900 If you Wаnт to Gеt serious about AI in 2026 you need 3 things: cloud, prompts, and principles. Google q
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@sreenidhirajakrishnan
9 Google certificates that cost $0, not $900 If you Wаnт to Gеt serious about AI in 2026 you need 3 things: cloud, prompts, and principles. Google quietly gives all 3 away for FŔƐƐ. With real certificates attached. Here are 9 FRƐƐ Google courses worth saving: 1. Introduction to Cloud Computing Learn the cloud fundamentals and why they’re the base for AI infrastructure. Ꮮіnk: https://lnkd.in/d-6uZVgs 2. Prompt Engineering in Vertex AI Learn how to write stronger prompts and Gеt better Rеѕults from Gemini. Ꮮіnk: https://lnkd.in/g2APmimz 3. Google AI Essentials (Coursera) Use AI to boost productivity: brainstorm faster and write smarter. Ꮮіnk: https://lnkd.in/dxNQRhFp 4. What Is Generative AI? A beginner-friendly overview of GenAI with no coding required. Ꮮіnk: https://lnkd.in/gsbYRfwF 5. Large Language Models Explained Understand how LLMs Lіκe ChatGPT work and why they matter. Ꮮіnk: https://lnkd.in/ga9c3ckx 6. AI Principles in Google Cloud See how Google applies responsible AI principles in real systems. Ꮮіnk: https://lnkd.in/gKPAWNfB 7. Programming Basics Build core coding fundamentals and strengthen logical thinking. Ꮮіnk: https://lnkd.in/dirM5axm 8. Cloud Computing Foundations Learn how cloud, big data, and ML fit together in one track. Ꮮіnk: https://lnkd.in/gYa7KBdb 9. Responsible AI Practices Learn how to build safer, fairer, and more inclusive AI systems. Ꮮіnk: https://lnkd.in/gb_cJ2tV Sаvе this list. Pick 1 course today and start this week.
#Promptengineering Reel by @builders.central (verified account) - Prompt Engineering is dead and context engineering is going to take the lead
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@builders.central
Prompt Engineering is dead and context engineering is going to take the lead
#Promptengineering Reel by @vaynermedia (verified account) - Call it what it is: prompt engineering is the next essential skill. AI won't replace us; people who know how to use it will.
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@vaynermedia
Call it what it is: prompt engineering is the next essential skill. AI won’t replace us; people who know how to use it will.
#Promptengineering Reel by @awsdevelopers (verified account) - 🎯 Want to level up your AI game? Prompt engineering is your secret weapon for getting what you want from generative AI. Here's what you need to know:
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@awsdevelopers
🎯 Want to level up your AI game? Prompt engineering is your secret weapon for getting what you want from generative AI. Here's what you need to know: ✨ What is Prompt Engineering? • The art of crafting precise instructions for AI models • Uses specific formats, phrases, and context to guide AI responses • Critical skill for getting consistent, high-quality outputs 🔑 Key Tips for Better Prompts: • Be specific with details and requirements • Provide clear context and examples • Iterate and refine based on results 👩‍💻 Watch as @wanjikok demonstrates prompt optimization using Amazon Bedrock Nova Canvas, transforming basic prompts into detailed, creative outputs! Get started with Amazon Bedrock via link in bio 🔗 Follow @awsdevelopers for more cloud content ____________ #AWS #AmazonBedrock #generativeAI #PromptEngineering #CloudComputing

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