🔍 Virtual Profiler

Criminal behavioral profiling tool based on FBI open data.

🎯 Problem Statement

Law enforcement and criminologists need tools to identify behavioral patterns from crime data. Virtual Profiler leverages machine learning to build predictive profiles from real FBI datasets.

🛠️ Tech Stack

• Python — core language
• Scikit-learn — predictive modeling
• Pandas / NumPy — data processing
• Streamlit — interactive web app
• FBI Crime Data API — open data source

📊 Features (in development)

• Behavioral pattern clustering
• Crime type prediction by geographic zone
• Interactive profiling dashboard
• Explainability layer (SHAP values)

🚀 Status

🟡 In progress — active development

👤 Author

Chams-Eddine Mokdad — Lead Data Scientist
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