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Synthesizing Design Technology

I am a researcher at Harvard Laboratory for Design Technologies, co-founder of ArchiTAG LLP, an architect and urban designer working to synthesize design and technology. My main research interest lies in understanding the architecture of complex contemporary challenges and developing prototypes for a more participatory, responsive, and innovative future. This currently spans the creative applications of 2D & 3D machine learning, web3, metaverse, virtual & augmented reality, computational design, robotic fabrication, and zero-carbon practices. My education extends from the Harvard Graduate School of Design, to the Architectural Association, and Oxford Brookes University. I have previously worked as a researcher at the MIT Media Lab, and in leading firms in Italy, Kuwait, and most recently at Foster + Partners in London as a LEED AP BD+C certified ARB/RIBA Architect. Oh, and I am constantly seeking new outdoor adventures as an avid rock climber. 

Whats on my desk?

Architecture   Technology  Machine Learning

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Multimodal AI ​Ongoing

Current research on the creative architectural applications of multimodal 2D and 3D machine learning models.

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Digital Futures Workshop Teaching 2021 

This workshop provided an introduction to Machine Intelligence(MI)—Artificial Intelligence and Machine Learning

PlacemakingAI ​Ongoing

In this project we investigate the convergence of both a generative image methodology and this real-time urban prototyping and visualization tool, ultimately fostering engagement within the urban design process for citizens, designers, and stakeholders alike.

Project Link

CAADRIA Paper Link

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GSD Hallucinations ​Ongoing

A series of machine learning style transfers give us a a glimpse into this distorted collective memory of Gund Hall during this virtual year.

2D & 3D ML Applications ​Ongoing Research

Research at the Harvard Laboratory for Design Technologies with Prof. Andrew Witt

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GSD J-Term ML Applications in Architecture ​2022

Exquisite Corpse 2.0 – Machine Learning Applications in Architectural Design

Flexi  ​2021

In light of the current pandemic, Flexi is a collaborative governance tool for simulating future mobility and urban design. Collab @MITMediaLab 

Architecture   Technology   Machine Learning

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Gund.IO ​Ongoing

eCAADe Conference Paper. In light of the current pandemic, Gund.IO proposes a new dynamic, social and educational virtual community space.

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VitruviAR ​2021

SIGraDi Conference Paper on Interactive Augmented Reality application and workflow for concept design stages.

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Robotic Prototyping ​2019

Computationally generated facade prototype, hot wire cut by 6-axis robotic arm in collaboration with Dataforms Lab.

Robotic Fabrication - Modulo Continuo ​Ongoing

5-Axis Additive Manufacturing Applications in Evaporative Cooling Facades. Collab @HarvardGSD

Architecture   Technology  Machine Learning

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Urban Microcosm ​2021

Located in New York, this project uses novel computational processes to imagine the future of the museum.

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Greenhouse Archipelago ​2020

Located in Zurich, Switzerland, this project proposes a new type of urban industry.

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Layered Edges ​2021

Located near Madrid, Spain this pavilion investigates a playful material layering through a mathematical form finding process.

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Robotic Timber Fabrication ​Research

This project uses advanced robotics fabrication technologies to explore novel architectural and structural solutions.

Pufferfish Morphologies ​2018

Grasshopper Pufferfish Design Explorations through modular design algorithms.

Anti-Isolato ​2019

Anti-Isolato proposes a new typology for multigenerational and collective living in Rome, Italy.

selected publications

Gund.IO - eCAADe Conference ​2021

Guida, G., Tian, R. and Dong, Y. (2021). Multimodal Virtual Experience for Design Schools in the Immersive Web. Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference, 1, pp.415–424.

Gund.io is a prototype that builds upon the wide experiential potential of digital platforms, otherwise not possible in reality, and implements a customized multi-modal user interface for web and VR applications.

Project Link

Paper Link

VitruviAR - SIGraDi Conference ​2021

Kim, T., Guida, G. and Kim, D. (2021). VitruviAR: Interactive Augmented Reality for Early Design Stage Applications.  SIGraDi 2021 Designing Possibilities Ubiquitous Conference, 1, pp.1101–1112.
 

VitruviAR is an AR prototype for handheld devices that focuses on the design ideation stages of a project through an intuitive user interface and multifunctional toolset.

Project Link

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news

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Unbuilt.XYZ NFT Marketplace ​Feb 2022

Onboarded as selected 100 artists for new NFT Marketplace with front page feature. 

Mona Metaverse Finalist ​Feb 2022

Finalist for metaverse NFT social and gallery space competition.

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Physical Computing Workshop ​September 2021

Workshop for students at the Chinese University of Hong Kong on physical computing, Arduino, Grasshopper, and Firefly workflows.

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AutoDesk Panel Moderator ​2021

Panel discussion with Chin-Yi Cheng on AI Research, Applications and Vision. 

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EdTech Metaverse Startup ​Ongoing

Harvard + MIT EdTech Metaverse + Web3 Startup 

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Sensing Space Symposium ​September 2021

Symposium at the Chinese University of Hong Kong on sensing spaces.