Build 9 Advanced GenAI Projects Before 2025 Ends 🔥 | RAG + Agentic AI + LLMs (FAANG-Level Guide)

Description

In this video, we explore 9 FAANG-level GenAI projects you can build before 2025 ends — projects that not only teach you real-world system design but also boost your AI portfolio and job prospects in roles like AI Engineer, ML Engineer, or Data Scientist. Whether you’re a beginner in GenAI or already building with LangChain, this video will help you go from idea → system design → deployment using the latest AI tools. 🧠 What You’ll Learn Project Ideas & Tech Stacks for RAG, Agentic AI, and LLM-based applications. System Design Diagrams and real-world use cases aligned with FAANG-level architecture. Deployment Tips using Streamlit, Flask, and cloud platforms like AWS or Azure. 🚀 Projects Covered 🟣 RAG & LLM Projects Enterprise Multi-source RAG: Integrate PDFs, websites, and databases with hybrid retrievals (vector + graph). Multimodal RAG Assistant: Combine image and text understanding for e-commerce or product search. Chat With Your Codebase: Use embeddings + contextual memory to navigate large code repositories. 🟡 Agentic AI Projects Financial Analysis Crew: Multi-agent system generating structured reports collaboratively. Self-Correcting Validation Agent: Learns from its own mistakes using reinforcement feedback loops. AI Test Case Generator: Converts natural language specs into ready-to-run unit tests. 🔵 LLM Optimization Projects Fine-tuned Chatbot: Train domain-specific chatbots using LoRA/QLoRA and PFT pipelines. Guardrailed API: Add prompt defense and moderation for safer LLM outputs. Real-time Media Summarizer: Build a live audio-video summarization chain using LLMs and ASR models. ⚙️ Tech Stack Highlights Python • LangChain • LlamaIndex • Pinecone/Faiss • Gemini LLMs • Pydantic • Autogen • Agnos • Streamlit • AWS/Azure Deployment 💡 Pro Tip: Document every project with clear READMEs and GitHub repos — these can be career changers when applying for AI roles. #GenAI #AIProjects #LLMs #RAG #AgenticAI #MachineLearning #DeepLearning #AIEngineer #MLEngineer #FAANGLevel #SystemDesign #PortfolioProjects #LangChain #LlamaIndex #Autogen #Agnos #Python #VectorDB #Streamlit #LLMFineTuning #QLoRA #MultimodalAI #GuardrailsAI #ContentModeration #FinancialAnalysisAgent #BuildProjects #CareerGrowth #AIDevelopment #NextGenAI