Projects

Digital twin that simulates in real time the emergency department of three hospitals in A Coruña (CHUAC, HM Modelo, and San Rafael). Microservices architecture with SimPy as the simulation engine, Apache Kafka (12 topics) for real-time messaging, and FastAPI as the backend. Features interactive 3D dashboards with React and Mantine, an intelligent chatbot powered by Llama 70B via MCP protocol with access to 12+ real-time data sources, demand forecasting with Prophet, an urban incident system with dynamic patient injection, SERGAS staff management with dynamic scaling, and an interactive map with weather data and sporting events. Persistence with PostgreSQL and InfluxDB, monitoring with Grafana, and full orchestration with Docker Compose.

Comprehensive assistance platform for breast cancer patients and doctors. The application runs 100% locally through Streamlit and Ollama to guarantee data privacy. It features an advanced RAG system (LangChain, ChromaDB) alongside a computer vision module using Attention U-Net (PyTorch) to segment ultrasound lesions with a 0.728 Dice coefficient. Additionally, it integrates Google Calendar for appointment scheduling, a medication tracker, and an AI-powered automated medical glossary.