Introduction Medellin, the second-largest city in Colombia, is renowned for its remarkable transformation over the last two decades. Once associated with violence and drug cartels, the city has reinvented itself as a hub for innovation, culture, and social development. This metamorphosis is crucial not only for Colombia but also serves as a model for urban