A Browser-Based Custom G-code Slicer

Built on Vue.js + Grasshopper + Rhino Compute This documentation presents the design, development, and technical implementation of a browser-based G-code slicer built as part of the Digital Tools for Cloud-based Data Management course at the IAAC Problem Statement Commercial 3D printing slicers, such as PrusaSlicer, Bambu Studio, and Ultimaker Cura, are designed as general-purpose … Read more

Mathilde Marengo from External References: Designing Experience through Technology

The lecture by Mathilde Marengo, Head of Studio Operations at External References, offered an in-depth overview of how contemporary architectural practice operates at the intersection of computation, fabrication, storytelling, and experiential design. Rather than presenting technology as an isolated tool, Mathilde framed it as an integral part of design thinking. Digital tools, parametric workflows, and … Read more

HB03: Data-Driven Towers for Human-Nature Coexistence

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

VenueAnalyst: Building a Cloud-Based SaaS for Stadium Sightline Diagnostics

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

Workshop 1.2 Data to Motion – DRYING RIVERS

This article presents my Workshop 1.2 individual assignment, which focuses on analyzing data and translating it into robotic movements to control an ABB IRB 6700-150/3.20 industrial robot equipped with a plastic pellet extruder for additive manufacturing. The core concept of the project involved studying the drying and shrinkage of the Aral Sea over time, extracting … Read more

F.lok

…digitizing terrain to understand runoff & delivering local NBS solutions… …there are 3 types of floods… …the mountains affect runoff… GREEN CITIES AROUND THE WORLD NBS (Nature Based Solution) Bank …Prototyping Phase… …understanding the prototype… THE PROTOTYPE

The Heart of the Vertical Machine – A Data-Driven Urban Organism

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

The Geometry of Intelligence: How Hyper-building One Turns Geometry into Meta-data

Hyperbuilding One is a data-driven ecosystem that achieves seamless connectivity between Static and Kinetic spaces through an optimized large-scale integrated environment. Architecture is No Longer Static: How Hyper Building One Turns Geometry into Code The traditional architectural blueprint is a corpse. It is a static snapshot of an idea that begins to age the moment … Read more

Urban Quant Tool

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

WORKSHOP 2.2_Disassembly & Reassembly

Robotic Disassembly& Reassembly with Spatial AI In this blog post, we’re presenting the project developed during IAAC 2026 Workshop 2.2 in collaboration with the Augmented Fabrication Lab. Our focus was to step beyond purely digital design and engage directly with physical processes, using robotic systems and sensor-based feedback. Through hands-on experimentation with robotic fabrication and … Read more

COMMERCIAL PRODUCT: Interior Wall Configurator (Web-based)

This project presents a web-based parametric configurator for interior wall panel systems, developed as a stylized and cohesive branded interface connected to a working Grasshopper definition running through Rhino.Compute via Hops. The application includes a project title, a description of the tool, and all required inputs to interact with the Grasshopper logic directly from the … Read more

Digital to Physical: An Interview with Melike Altınışık on Bridging the Geometric Gap

In contemporary architecture, designing a visually stunning, non-standard building envelope is only half the battle. The true test lies in the translation: how do we ensure that the mathematical precision of a parametric model survives the chaotic reality of a construction site? This exact challenge is the driving force behind our ongoing research proposal at … Read more

Breaking the Desktop Barrier: A Real-Time Parametric Pavilion

In the traditional architectural workflow, parametric models are often “trapped” inside heavy desktop software like Rhino and Grasshopper. My latest project, the Parametric Brick Pavilion, aims to bridge this gap by moving high-level structural computation directly into a web-based interface. The Challenge: Accessibility in Complexity Parametric design is a powerful tool for iteration, but it … Read more