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ferariz/README.md

Fernando Arizmendi

Physicist (Instituto Balseiro, PhD in Climate Dynamics & Complex Systems) turned AI/ML engineer. I build production AI systems with a focus on rigorous design: deterministic code for decisions, LLMs for communication.

Current projects

  • Skygent — Hybrid agentic weather monitoring system. Combines deterministic threshold logic (ECMWF IFS) with LLM narration. LangGraph, FastAPI, Telegram, 204 unit tests.
  • AuditAI — ISO 9001 certification assistant with multi-stage conversation design, RAG over ISO corpus, and document gap analysis. LangGraph, FAISS, 344 unit tests.

Background

  • PhD in Physics — climate dynamics, atmospheric teleconnections, complex systems (Marie Curie fellowship)
  • Former Director of R&D — Instituto Uruguayo de Meteorología (INUMET)
  • Thesis Supervisor — Universidad de Montevideo (Data Science)
  • Sr Data Science Engineer — Mercado Libre
  • Data Scientist — TCS Uruguay (Microsoft vendor)

Stack

Python · LangGraph · FastAPI · SQLModel · PostgreSQL · FAISS · Pydantic · APScheduler · Telegram Bot API · Streamlit

Contact

📧 arizmendi.f@gmail.com
💼 LinkedIn
✍️ Kaggle

Popular repositories Loading

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