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Acamal1/README.md

👋 Hi, I’m Antonio Carreira (@Acamal1)

Architect exploring the strange geometry of intelligence.
I once built walls and lights; now I build logic and data flows.


🧠 My Ongoing Transformation

I’m moving from Retail Architecture into Data Science and Artificial Intelligence, fascinated by how we’ve engineered systems that — without truly perceiving — can reach outcomes similar to perception and reasoning.

My long-term goal is to build digital twins of cities that don’t just simulate buildings and traffic,
but also approximate the cognitive layer — modeling how spatial form, sensory context, and cultural patterns shape collective human behavior and perception.

Currently:

  • 🎓 Enrolled in Le Wagon’s Data Science & AI Bootcamp (2025)
  • 🧪 Preparing a PhD research project that blends AI, spatial cognition, and behavioral simulation
  • 💡 Seeking funding and academic partnerships to bring this research to life

🔬 My Research Curiosities

  • Cognitive Urbanism – How spatial configurations influence mental and emotional states
  • AI × Architecture – Using neural and statistical models to approximate the aesthetic logic of space
  • Agent-Based Modeling – Simulating collective behavior and emergent urban dynamics
  • Biomimetics & Systems Thinking – Nature as a blueprint for intelligent design
  • Digital Ethics – When we teach machines about humans, what do we teach them about us?

🧰 My Current Stack

Domain Tools & Tech
Programming Python (NumPy, Pandas, Matplotlib), SQL
AI / ML Scikit-learn, TensorFlow (beginner), Jupyter
Data Tableau, Power Query, Excel, APIs
Dev VS Code, Git, Virtual Environments
Exploration Cognitive mapping, Mind maps, Sketch-based modeling

🌍 Philosophy in Motion

I see AI as a new architecture — not of buildings, but of understanding.
Both architects and data scientists sculpt experience: one in space, the other in information.

Each model is a hypothesis about how the world might think.
Each dataset is a memory we’ve collectively digitized.
Each simulation is a mirror held up to society.


🧭 Current Projects

  • 🎓 Le Wagon Bootcamp Work – real-world ML applications and analysis projects
  • 🧠 Spatial Cognition Research – linking urban form to behavioral data
  • 🧍 Agent-Based Simulation – exploring “micro-psychohistory” for urban prediction
  • 🧩 Architectural AI Notebook – ongoing reflections on intelligence, form, and cognition

💬 Connect & Collaborate

I enjoy collaborations that blend science, art, and computation, especially around:

  • Urban cognition and perception
  • Machine learning for design
  • Ethical and interpretive AI

📫 Reach me here on GitHub or wherever people discuss ideas that refuse easy categories.

Between code, cognition, and concrete lies the future city.


✨ Motto

"To understand intelligence, study space.
To understand space, study intelligence."


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