Apr 9
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#aiengineer #aiengineerroadmap #llmengineer 🚀 What you’ll learn ✅ AI Engineer vs ML Engineer vs LLM Engineer ✅ Skills companies actually hire for in 2026 ✅ Whether you really need math or ML ✅ Python skills that matter (and what to ignore) ✅ Prompt engineering for real-world systems ✅ RAG, vector databases, LangChain & agents ✅ MCP, LLMOps & production AI basics ✅ Portfolio projects that actually get interviews Resources LINKED LIST in telugu : https://youtu.be/SdC_6wf6Jx8 DSA ROADMAP link - https://youtu.be/4Rv8VOIrx1c?si=6RTDocOllNQgGNoO git and git hub course in telugu - https://youtu.be/KBOCCssL5B4?si=DTFEDSpvjFqcvC3t AI & ML Roadmap in telugu : https://youtu.be/tLdfSduiBaM PANDAS in python - https://www.youtube.com/watch?v=EXIgjIBu4EU Prompts - https://www.youtube.com/watch?v=VnEoS2eQXsw&t=173s How to Use OpenAI API with Node JS - https://www.youtube.com/watch?v=L9VRxKT-hXc Huggig face - https://huggingface.co/ Lang chain - https://www.youtube.com/watch?v=pSVk-5WemQ0&list=PLKnIA16_RmvaTbihpo4MtzVm4XOQa0ER0 RAG based application - https://www.youtube.com/watch?v=63B-3rqRFbQ&list=PLNIQLFWpQMRUMjxfe8o6g3uzJ6LH_VotY MCP - https://www.youtube.com/watch?v=3_TN1i3MTEU&list=PLKnIA16_Rmva_oZ9F4ayUu9qcWgF7Fyc0 MLOPS - https://www.youtube.com/watch?v=OejCJL2EC3k AI projecte ideas link 1 https://github.com/topics/artificial-intelligence-projects 2https://www.geeksforgeeks.org/artificial-intelligence/best-artificial-intelligence-project-ideas/ AI work flow Automation - https://www.youtube.com/watch?v=Y3PcRp5RFzk ⏱️ Timestamps 0:00 - AI Engineer work , Maths 0:14 - level 1 of Artificial intelligence 0:37 - what is AI engineering 0:50 - What AI engineers actually do 1:30 - AI job market & salary data 2:02 - Phase 1 Foundations 3:03 - Phase 2 LLM integration 4:05 - Phase 3 Real AI systems 5:49 - Phase 4 Job ready 7:47 - Certifications 8:06 - final Advice #aiengineer #aiengineerroadmap #llmengineer #artificialintelligence #aijobs #techcareers #aiengineering #promptengineering #langchain #rag #vectordatabases #aiagents #llmops #openai #anthropic #bigtechjobs #softwareengineering #techjobs #careergrowth #ai2026 #chatgpt #google #gemini #claude #vibecoding #jeevankumarbadisa