The MaCAD is a unique online programme training a new generation of architects, engineers and designers ready to develop skills into the latest softwares, computational tools, BIM technologies and AI towards innovation for the Architecture, Engineering and Construction (AEC) industry.
Petagonist is a LoRA exploration and interface project built from the desire to see our beloved pets in funny scenarios and travel-worthy environments. The project started with a simple wish: seeing our pets somewhere other than the couch. Our pets spend most of their lives asleep at home. But what if we could place them … Read more
Our cities have long been shaped around cars — wide roads, narrow sidewalks, and green spaces replaced by parking lots. Cars have quietly become the measure of how we design our streets. But what if cities were designed for people instead? As Fred Polak wrote in Images of the Future, the act of visualizing possible … Read more
Explore HB03, a hyperbuilding developed through parametric design, structural engineering, and adaptive façade optimization. Discover a data-driven approach to sustainable vertical urbanism, daylight performance, and human-centric high-rise design. Introduction: Engineering the Skeleton of Vertical Urbanism In the Vertical Machine studio, architecture is treated as a dynamic urban organism rather than a static object. Within this … Read more
Urban Quant is a data‑driven urban design tool delivering area and massing analyses for buildings and open spaces. It calculates Built‑Up Area (BUA), Gross Floor Area (GFA), service/core areas and building levels, integrating solar exposure and sun‑hour simulations. The platform converts regulatory, programmatic, contextual inputs into comparable scenarios, visualizations, and reports for architects. Area distribution … Read more
Design in Seconds: Rethinking Parametric Architecture with Façade/gen Introduction In the fast-paced world of modern architecture, the earliest stages of a project are the most critical. This is where a building’s identity is forged and its environmental footprint is largely determined. However, for years, high-level parametric design has been gated behind significant barriers: expensive software … Read more
Cities are warming rapidly, and dense urban centers feel it the most — especially areas with little shade or vegetation. Heat doesn’t affect everyone equally: groups like the elderly, youth, and people with health conditions are far more vulnerable. Problem Statement Most existing tools focus on UTCI, the Universal Thermal Climate Index. It measures how … Read more
How architectural neuroimmunology is redefining the relationship between design and human health. The AEC industry optimizes for physical efficiency but neglects the neuro-physiological impact of built environments. This research investigates how Generative AI and Game Engine simulations, integrated into BIM workflows, can enable predictive cognitive performance analysis, transitioning the discipline from Building Information Modeling to … Read more
The Purpose of AI in the Age of Resource Scarcity Introduction: Redefining the Question The question “What is the purpose of AI in AEC?” often elicits a predictable response focused on speed. For years the industry has viewed Artificial Intelligence primarily as a mechanism for automation. It is seen as a faster way to produce … Read more
“The Harbin Code“, designed by Muhammed Senin and Sushmitha Ravi, explores housing as a system-driven response to extreme cold climates. The project treats environmental performance, social interaction, and spatial flexibility as equally important design parameters, and is structured as a ‘building recipe’ that allows repeatable yet adaptable outcomes across the site. BUILDING RECIEP DESIGN STRATEGY … Read more
Morphing Sands is a climate-responsive mixed-use architectural system developed for Jeddah, Saudi Arabia, addressing urban densification in a hot–humid coastal environment. Inspired by the historic fabric of Al-Balad, the project reinterprets Hijazi principles—such as courtyards, shaded streets, and layered façades—through a modular and computational design approach. The project organizes commercial functions horizontally at the lower … Read more
I am excited to share The Veil of Bab Al-Luq, an architectural intervention designed by Sushmitha Ravi that reimagines the historic Bab Al-Luq Market in Downtown Cairo. The project seeks to restore the vibrancy of this iconic urban space by actively addressing its most urgent environmental challenge—the intense heat of Cairo’s hot, dry climate—through integrated … Read more
Case Study Site Context The site is located at 46.2330, 6.0556 in Meyrin, Geneva, Switzerland. It includes the Esplanade des Particules, within the CERN campus, and covers an area of 45.000 sqm, surrounded by a urban residential area with low-rise buildings. The primary land uses in the vicinity include grass and allotments. The site’s location … Read more
A Multi-Agent, Socratic, Cognitive-Preserving Tutoring System for Architectural Education The Silent Crisis Picture this: A design student faces a challenging architectural problem. They need to create a sustainable community center that harmonizes with its urban context while meeting complex programmatic requirements. In 2023, they would likely turn to ChatGPT, type their question, and receive a … Read more
ABSTRACT This thesis investigates the relationship between urban development patterns and outdoor thermal comfort, with a focus on Mean Radiant Temperature (MRT), a key factor in calculating the Universal Thermal Climate Index (UTCI). While graph-based approaches have long been used in spatial analysis (e.g., space syntax, circulation networks), this research extends the application of graph … Read more
Simulate. Forecast. Outpace failure. Abstract AssetPulse is an advanced asset management simulation tool and synthetic data generator designed to optimize resource allocation, improve decision-making, and facilitate research through realistic scenario modeling. Building on a graph-based approach, AssetPulse models asset lifecycles, calculates remaining useful life (RUL), and applies business rules for budget planning, risk management, and … Read more
