Case Studies
Production projects — RAG, MCP, LegalTech and agent architecture. Real systems with real constraints.
LaDiariaRAG: Newsroom Agents for la diaria
A specialized dynamic retrieval and search agent system for the Uruguayan news portal la diaria — designed as an article-discovery platform that encourages reading and deep engagement, not another summarization bot.
View caseOráculo LegalTech SaaS
Advanced AI platform built to resolve pain points in Colombian litigation — acting as an autonomous 'Virtual Colleague' for legal teams, with a native Biodatos API gateway for civil and judicial registry queries.
View casePocketRAG: RAG Portfolio on Shared PHP Hosting
Interactive AI portfolio that answers questions about my career from real knowledge — on shared hosting that cannot run Python, Docker, or a vector database.
View case