Full-stack engineer building scalable software across web, cloud, AI, and digital tech.

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Elanthirayan Madhavan  • Peerlist

<h3>Interactive AI Learning Platform</h3>Dive into the world of Artificial Intelligence with the AI Concepts Playground, an interactive platform designed to make learning AI concepts visual and hands-on. Whether you're a curious beginner or looking to deepen your understanding, this tool offers a guided roadmap from fundamental concepts like tokens and embeddings to advanced topics such as Retrieval-Augmented Generation (RAG) and Agentic AI. With zero prerequisites, you can start exploring immediately through engaging browser experiments.<ul><li>Visual &amp; Interactive Lessons: Change parameters and observe how AI systems respond in real-time, building intuition through active learning.</li><li>Guided Learning Paths: Follow recommended flows or jump directly into specific topics, with lessons grouped by concept for easy navigation.</li><li>Comprehensive Modules: Explore a wide range of AI topics including:<ul><li>Inside an LLM: Understand transformer architectures, attention mechanisms, and how models predict text.</li><li>Embeddings &amp; Search: Learn how meaning is represented as vectors and how semantic search works.</li><li>Retrieval-Augmented Generation (RAG): Discover how to combine retrieval with generation for more informed AI responses.</li><li>Model Context Protocol (MCP): Grasp the standards for AI application communication.</li><li>Prompt Engineering: Master the art of crafting effective prompts to guide AI behavior.</li><li>Transformer Internals &amp; Architectures: Delve into the core components and different types of transformer models.</li><li>AI Agent Fundamentals &amp; Agentic AI: Explore the concepts behind autonomous AI agents and their capabilities.</li><li>Vector Index Explorer: Experiment with different vector index strategies for efficient similarity search.</li><li>Training Fundamentals &amp; Fine-Tuning: Understand how AI models learn and how they can be adapted for specific tasks.</li></ul></li><li>Focus on Intuition: Each lesson is crafted to provide simple explanations and build a strong conceptual understanding.</li></ul>Developed for curious minds who learn best by doing.