Democratizing Credit

Using Street View and Remote Sensing to Assess Risk and Empower Small Businesses Whos got my Credit? Access to credit is a fundamental driver of economic growth, especially for Micro, Small, and Medium Enterprises (MSMEs) in the Food & Beverage (F&B) sector. Yet, traditional lending models—rooted in asset-based evaluations—often exclude countless small business owners, particularly … Read more

Ecoform: An Acoustic Copilot for Urban Designers

By Jose, Giorgia, Paul, Francesco, and Mohammed Rethinking Urban Design Through Acoustic Intelligence Cities today must manage noise for public health, productivity, and urban well-being. Streets, parks, towers, and public spaces all face constant noise challenges. Yet, traditional urban design often treats acoustics as an afterthought. Most teams evaluate sound issues only after making key … Read more

Flow – SIGHT: De- coding urban mobility

Introduction Urban traffic congestion is more than just an inconvenience—it’s a global challenge tied to pollution, stress, and wasted time. While cities are turning to AI-driven systems to ease the gridlock, the question remains: Do these technologies actually perform better than traditional methods?Flow – SIGHT is a comparative research project that investigates traffic systems across … Read more

Captain CAT – Courtyard advisory tool

Consider yourself a local architect or urban planner dealing with the all-too-common Barcelona problem: Its too hot here! and the courtyard outside feels like a desolate oven. Imagine now that your co-pilot is a pixel-art cat that is friendly, understands the climatic conditions and works with you to create a courtyard that is actually comfortable, … Read more

SYNTHETIC AI AGENT SURVEY SIMULATION

Safety Perception in Jakarta Why Simulate Perception in Urban Spaces? In the realm of smart city design and urban analytics, one of the most nuanced yet underexplored datasets is perceived safety. This perception isn’t easily quantifiable, yet it critically influences how public spaces are used, trusted, or avoided. Traditional surveys are the go-to method for … Read more

PROYECTANDO EL DESBORDE

Estrategias para la optimización del desarrollo y la sostenibilidad urbana del aglomerado de Quito Quito, capital de Ecuador, situada en la Hoya del Guayllabamba y rodeada por imponentes volcanes en los Andes, enfrenta desafíos urbanos significativos debido a su crecimiento lineal y su morfología particular. Este proyecto explora cómo Quito puede transitar hacia un modelo … Read more

ACTIVOS URBANOS EVOLUTIVOS

Sobre latencias y oportunidades en el abordaje de la vacancia en la Ciudad de Mendoza RESUMEN La problemática de los pasivos urbanos, definidos como terrenos subutilizados o infraestructuras obsoletas dentro del tejido urbano, constituye un fenómeno global con implicaciones territoriales y socioeconómicas a escala local. La expansión urbana no planificada, caracterizada por patrones de crecimiento … Read more

Urban Vegetation Analysis Using Computer Vision and Deep Learning

(PaintDumpster/environmental_data_workshop at ndvi) – Link to GitHub This project aims to detect and classify different types of greenery in satellite imagery by utilizing color and edge detection techniques. The study area is located in Barcelona, Spain (41.396536, 2.194554). The stable version employs color and edge detection for image segmentation, while an alternative method integrates LiDAR … Read more

Hyper B – Residential Team

Hyper B Residential

A Balance of living in a Hyper scale Concept Hyper-Buildings Have become a symbol of Dark and Dystopian living, where residences are in low living standards & disconnected from the world. Residential living in a hyper-building must balance high-density living with comfort, health, and amenities that can support and sustain inhabitants. The Residential Team aims … Read more

Democratizing Credit: Diving Deeper

City

Diving deeper into building a reliable rating algorithm The Importance & Significance of the F&B establishments in the City Food and Beverage (F&B) service outlets are significant indicators of urban progress as they reflect evolving consumer preferences, economic vitality, and the integration of social spaces within urban landscapes. These establishments act as hubs for community … Read more

DECODING URBAN MOBILITY

ABSTRACT; Decoding Urban Mobility: This project evaluates the impact of AI-driven traffic management versus conventional fixed-timing methods on urban congestion. It analyzes real-time and historical data—including traffic patterns, weather, demographics, and incident reports—from cities like London, Barcelona, and Los Angeles and compares machine learning models (e.g., LSTM, GRU, XGBoost) with traditional techniques. The study identifies … Read more

EcoNodes

Introduction Urban areas are increasingly becoming impermeable, exacerbating environmental challenges such as elevated temperatures, flooding, and pollution. EcoNodes is designed to empower policymakers with a sophisticated tool for dynamically assessing and adapting urban environments towards increased sustainability by pinpointing and prioritizing areas for green interventions. Impervious Surfaces and Urban Heat Islands Cities today face the … Read more

Layers of Besòs: Unfolding Barrio’s Identities

Introduction: Understanding Besòs Beyond the Surface The El Besòs i el Maresme area in Barcelona carries a complex history—one shaped by migration, exclusion, and resilience. Often perceived through the lenses of insecurity and economic struggle, the neighborhood is in fact a vibrant intersection of identities, cultures, and urban transformations. Layers of Besòs is a research-driven … Read more