Ertuğrul Akdemir MAAI · Master in AI for Architecture and Business Innovation 25/26 Advisor: Shajay Bhooshan An AI tool that reads how streets behave through the day and tests where the curb could change use, then shows how that change spreads across the city before anything is built. Streets are designed once and rarely questioned. The … Read more
Infrastructure doesn’t just move people. It shapes who they are, where they go, and what kinds of lives are possible. At the northern edge of Barcelona — at the junction of Nou Barris, Sant Andreu, and Santa Coloma de Gramenet — Avinguda Meridiana does all three. It connects the city to its northern territories efficiently. … Read more
A fine-tuned AI pipeline that transforms any photograph of a building into a Gado-style satirical editorial cartoon — because every significant structure carries two stories, and architecture photography usually only tells one of them. Why Cartoonify — Buildings Are Political Objects. Photographs Rarely Say So. Architectural photography tends toward the celebratory. The clean angle. The … Read more
The building The Narkomfin Building was completed in 1930 in Moscow, designed by Moisei Ginzburg and Ignaty Milinis. It is one of the most recognized examples of Soviet Constructivist housing — a dom-kommuna, or communal house. The design was deliberately unconventional: kitchens were minimal because residents were expected to eat in a shared canteen, and living … Read more
Quantifying the Opposite of Boredom For decades, architectural design has relied on intuition. Client feedback and peer reviews are inherently subjective, and by the time you can gather real human response data on a facade, the building is already standing. But what if we could predict whether a building will be visually engaging before a … Read more
ML-Driven Plant Placement for Adaptive Architecture BioSpatial Intelligence explores how machine learning can support planting decisions in architectural spaces. The project starts from a simple design question: when we design a building, how can we decide which plants belong to which environmental conditions? Instead of relying only on intuition, we developed a workflow that reads … Read more
Objective Traditional flood risk maps take months to produce, are updated only every few years, and are too coarse, they might say a whole district is at risk without telling you which specific street or field will actually be underwater. “We are going to predict whether any given location in Thessaly, Greece is Flood-Prone or … Read more
Using climate clustering, vernacular precedent research, and evolutionary optimisation to create climate-responsive design typologies when no established local precedent exists Overview Lovingly named after the very first test location, Project Michigan is a tool that provides climate-responsive design guidelines when no local vernacular precedent exists. Through scraping climate data and global vernacular information, it helps … Read more
Program Team Hyperbuilding 02 proposes a program-integrated transit hub that reorganizes fragmented mobility networks, shortens commute times, and anchors a high-density mixed-use urban core to improve accessibility and urban performance. The design concept for Hyperbuilding 02 begins with a problem: fragmented mobility networks that create inefficiency, congestion, and poor urban accessibility in high-density environments. Rather … Read more
Introduction The smart city stands at a conceptual crossroads. On one side, we encounter an optimistic narrative: Building Information Modelling (BIM), digital twins, and integrated urban dashboards promise unprecedented visibility into city systems, enabling data-driven governance, resource optimization, and responsive urban management. On the other side, a more sobering reality: these sophisticated technical infrastructures often … Read more
From Jakarta to Data: Automating the Perfect View with VenueAnalyst What started as a design studio project for a floating, flood-resistant stadium in Jakarta quickly evolved into a computational challenge: How do we prove a stadium actually works for the fans? While many architects focus on generating new forms from scratch, the reality of the … Read more
HB02: The Heart of the Vertical Machine 1. Project Overview 1.1 HB02 within the Vertical Machine In the pursuit of reimagining high-density urban living, our collaborative team developed Hyperbuilding 02 (HB02), also known as “The Heart”. As part of a larger 3-million-square-meter urban organism, HB02 serves as the vital circulatory engine, pumping life, data, and … Read more
A vertical ecosystem in Santiago where architecture, wind, and energy converge. The hyper Lung captures, cleans, and redistributes polluted air through a breathing core, transforming the tower into living infrastructure that breathes with the city! THE ALVEOLAR SPINE – THE LUNG ANALOGY The core of Hyper building 01 is defined by the Alveolar Spine. Taking … Read more
Hyperbuilding 2 functions as the transportation heart of the Vertical Machine, chanelling 20,000 passengers hourly while coordinating energy, logistics, and information flows across the entire urban system. Our team tackled the Program development for HB02, using Revit and Rhino Inside Revit to build a parametric system where occupancy data directly generates architectural form. The studio … Read more
Automated Workflow for KPI Extraction from Versioned Models in Speckle Why KPI Tracking Breaks Down During Iterative Design In the current studio workflow, KPI extraction and performance evaluation depend on repeated manual operations across design iterations. This slows down feedback, introduces version mismatch risks, and disconnects analytical outputs from the model itself. This tool was … Read more
