Data-Driven Solutions

Transformed Through Computational Design

with code and intuition

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Hi, I'm Andres, architect/engineer turned developer. My work focuses on data and automation in the built environment. I like to work in Python, JavaScript and Grasshopper, but I'm happy to use whatever tool is most suited for the job at hand. I enjoy learning and teaching, and listening to Auntie Flo while I do some work. I've recently been down a rabbit hole with cv/dl looking to integrate opencv, three.js, and mediapipe on the web. And I do some stuff on the side when I have time. I am also interested in geometric rationalization, interoperability workflows, anything related to physics informed neural networks, and how we can build client-first interactive webapps.
Hi there!
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Master in Advanced Computation for Architecture - IAAC Bachelor of Science in Architecture - Pratt Institute Associate Degree in Architecture - Miami Dade College
Education
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Here are my latest tutorials on algorithms and Physics Informed Neural Networks
Educational Material
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Python, JavaScript, TypeScript, Vue.js, C#, Java, React.js, Next.js, Vue.js, D3.js, Three.js, HTML, CSS, TailwindCSS, RESTful APIs, Docker, Sentry, GeoPandas, NumPy, Matplotlib, Git, OpenCV, Mediapipe, OpenWeatherMap, OpenStreetMap, Google Maps, PyTorch, NVIDIA Modulus, Physics-Informed Neural Networks, NumPy, Matplotlib, Pandas, CUDA, Linux (Ubuntu), Hostinger
Technical Toolkit
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Get in Touch

Recent projects

Three.js Game Studies

Three.js Game Studies

Exploring Web-Based Interactive 3D Experiences with Three.js, OpenCV, and Mediapipe

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Advanced Computation and Innovation

Advanced Computation and Innovation

Calculates embodied carbon for a steel structure, integrating ML models for comprehensive analysis of building carbon impact.

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Parametric Design and Optimization

Parametric Design and Optimization

Automated wall diagram generation using Rhino.Inside Revit, Python, and Grasshopper to streamline room geometry tagging.

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AI Governance Chatbot

AI Governance Chatbot

A Streamlit-based AI chatbot analyzing and suggesting AI governance strategies based on uploaded policy documents.

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Data Visualization and Computational Modeling

Data Visualization and Computational Modeling

A tool for visualizing site-specific topographies using OpenStreetMap and Lidar data, integrating workflows for Revit, Rhino, and SAP models.

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Urban Wind Flow Modeling with PINNs

Urban Wind Flow Modeling with PINNs

A web-based platform simulating urban wind flow for pedestrian comfort using Physics-Informed Neural Networks (PINNs) and CFD.

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My work experience