Ana.ML
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Projects

What I've built

AI/ML projects with interactive demos you can try and case studies from real production work.

Interactive Demos

RAG Architecture Playground
Demo en vivo

RAG Architecture Playground

Upload a document, choose one of 4 RAG architectures, ask a question, and visualize the full pipeline: chunking, embeddings, retrieval and LLM response.

RAGLLMEmbeddingsUMAPGemini
Image Analysis with Vision AI
Demo en vivo

Image Analysis with Vision AI

Object classification and detection with bounding boxes and real-time heatmaps.

PyTorchComputer VisionVertex AI
Multi-Tool Conversational Agent
Demo en vivo

Multi-Tool Conversational Agent

LLM agent with tool calling, RAG and multi-step reasoning visible in real time.

LLMAgentsRAGTool Use

Case Studies

Built with AI: Zero to Production with Agentic Coding
Case Study

Built with AI: Zero to Production with Agentic Coding

How an AI/ML Engineer designed, built, tested and deployed a full-stack portfolio with live ML demos using Claude Code as her primary engineering collaborator.

Next.js 14FastAPIGCPClaude CodeAgentic CodingCloud RunDocker
Ana.ML

Senior Data Scientist & AI Engineer. AI, ML and analytics systems in production.

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© 2026 Ana Muñoz · Senior Data Scientist & AI Engineer · CDMX, México