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2024Case study

EvacuAI

The safest way out, recomputed every second.

Overview

EvacuAI represents a building as a weighted graph and continuously re-weights edges from live hazard and congestion signals. An XGBoost risk model feeds an A* search to surface the safest route for every occupant, visualised live in Streamlit.

Highlights

  • Building-as-graph modelling with NetworkX
  • XGBoost hazard/congestion risk scoring
  • A* safest-path search with live re-routing
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