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AI Space Utilization Optimizer

This project is a lightweight AI-driven tool for analyzing and optimizing space utilization.

Features

  • Occupancy data analysis across zones
  • Utilization classification (underused, efficient, overcrowded)
  • Forecasting of future space demand
  • AI-generated recommendations
  • Key insight summary for decision-making

Tech Stack

  • Python
  • Streamlit
  • Pandas / NumPy
  • Matplotlib

Use Case

Designed for facilities management, retail layouts, and workspace optimization.

Dataset

Synthetic dataset generated to simulate real-world occupancy patterns.

About

AI-powered space utilization optimizer that analyzes occupancy data, identifies inefficiencies, and generates actionable layout recommendations with forecasting insights.

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