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Ethics & AI Governance · Interactive Tool

Project Kallipolis

HTML / CSS / JS Ethics Political Philosophy Interactive Prototype
Available upon submission
Coming Soon 2026
Urban Mobility · Agent-Based Modelling

Roadmap for Change

Agent-based model simulating cyclist behaviour from 110 sensor-recorded trips across Amsterdam — identifying unsafe infrastructure hotspots before accidents happen. Built with Tapp Smart Architecture and presented at Innovation Centre Amsterdam.

93.9% of hard braking occurs away from traffic lights — infrastructure, not behaviour, is the risk.
Python Mesa ABM GeoPandas OpenStreetMap
Completed 2025–2026
Political Science · Predictive Analysis

Neo-Colonial Networks

Using 10 datasets as proxies for post-colonial power structures to build a predictive model of state political instability and journalist killings. Examines how legacy colonial relationships continue to shape contemporary governance failure.

Python Network Analysis Regression Post-Colonial Theory
In Progress 2025–present
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