I'm an AI Engineer and Data Scientist I like to learn and apply cutting-edge AI technologies. I'm interested in LLMs, SLMs, angents and multiagents systems. With focus on orchestration, tool, context/memory, evualiation and observability

• SPADE-LLM — LLM integration for SPADE: providers, tools, memory, guardrails, coordinator patterns.
  https://github.com/sosanzma/spade_llm

• SPADE-FIWARE-Artifacts — NGSI-LD artifacts to connect SPADE with FIWARE (Orion/Scorpio): insert, update, subscribe.
  https://github.com/sosanzma/SPADE-FIWARE-Artifacts

• SmartCityMCP — MCP server exposing traffic/bikes/air-quality/weather data for tool-use with LLMs.
  https://github.com/sosanzma/SmartCityMCP

• rag-techniques-handbook — RAG modules with reranking and evaluation scripts.
  https://github.com/sosanzma/rag-techniques-handbook

• LearnSherpa_AI — Multi-agent research assistant (CrewAI) with Chainlit UI.
  https://github.com/sosanzma/LearnSherpa_AI

• QA_over_docs — Source-grounded QA over documents with LangChain/DeepLake.
  https://github.com/sosanzma/QA_over_docs