AI & ML interests

AI, climate modeling, weather modeling, anomaly detection

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belkhir-nacim  published a dataset 22 days ago
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belkhir-nacim  updated a Space about 1 month ago
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belkhir-nacim  published a Space about 1 month ago
serenia-science/README
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Organization Card

🌿 SereniA

> Climate risk intelligence, powered by geospatial AI


🌍 What we do

SereniA combines climate science, geospatial data, and AI-assisted workflows to help financial institutions, insurers, and asset managers screen physical hazards and understand exposed portfolios.

We turn raw climate projections into actionable risk indicators — so you can make decisions before the storm hits.


🛰️ Platform modules

  • Physical Hazard Core

    • Multi-hazard geospatial intelligence
    • Floods, heatwaves, droughts, windstorms, landslides
  • Assets & Portfolios

    • Exposure scoring at scale across workspaces and geographies
  • Document Vault

    • Auto-ingestion, extraction, and AI synthesis of risk documents
  • AI Analyst

    • Assisted reporting and natural-language risk narratives

📊 The VIAN scale

We standardize physical risk exposure through the VIAN indicator (0–3):

  • 0 — Negligible exposure
  • 1 — Moderate, monitoring advised
  • 2 — Significant, mitigation recommended
  • 3 — Critical, immediate action required

🤗 On HuggingFace

This organization hosts open models, datasets, and tools that power our climate risk pipeline.

  • 🧠 Models — Fine-tuned geospatial and NLP models for hazard detection and document analysis
  • 📁 Datasets — Curated climate projection and exposure datasets
  • 🔧 Tools — Reusable scripts and preprocessing pipelines

👥 Team

Founded by:

  • Edward Romero, PhD — Climate & geospatial science
  • Nacim Belkhir, PhD — AI & machine learning
  • Carlos Salazar — Engineering & product

🔗 Links


© SereniA — Climate risk intelligence