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@Resonant-Intelligence-Lab

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topherchris420/README.md
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Christopher Woodyard

Founder + CEO, Vers3Dynamics

An artist building adaptive systems for biosignal modeling, human-state inference, and closed-loop feedback. I create because the alternative is unbearable: a day that occurs and is not noticed occurring.

Washington, DC / Bethesda, MD - resonant intelligence - signal-first systems

Ko-Fi


What i do

  • Vers3Dynamics: An open-source research lab building tools for observing what models, institutions, and dashboards leave out.
  • Resonant intelligence: prototypes that treat cognition and physiology as time-evolving signals rather than static labels.
  • Creative instrumentation: b/w long exposure photography, poetry, painting, audio/visual feedback, and tech that makes invisible states easier to notice.

Featured Builds

Project Signal Why It Matters
hello_os Importable rotor/noise modeling playground Turns raw experimental notebooks into a safer, testable research surface.
Vers3Dynamics Biosignal-to-feedback research system Explores real-time loops across signals, sound, image, and haptics.
R.A.I.N. Lab Open-ended research practice Keeps experiments reproducible, remixable, and grounded in responsible simulation.

Stack

Modeling + Analysis

Python NumPy Machine Learning Signal Processing

Build + Research Tools

Ceci n'est pas une pipe VS Code Linux Markdown

Interfaces

Audio Visualization Human State

Always Open

I'm open to conversations around:

  • biosignal modeling and closed-loop feedback
  • creative research tools that turn data into sound, image, or touch
  • responsible simulation spaces for unusual physics and cognition ideas

art is the precondition of human experience.

Contribution snake animation

Pinned Loading

  1. james_library james_library Public

    R.A.I.N. Lab is an environment where an idea is not considered useful merely because an LLM can explain it. The idea has to survive evidence, feasibility, contradiction, criticism, and a proposed e…

    Rust 74 31

  2. lop-nur-twin lop-nur-twin Public

    3D GEOINT digital twin of China's secretive Lop Nur airbase 'China's Area 51' in the Gobi Desert. Procedurally-generated from public satellite imagery with orbit, first-person, and cinematic explor…

    TypeScript

  3. embedded-ai-validation-platform embedded-ai-validation-platform Public

    CI/CD for embedded AI hardware

    Python

  4. circle circle Public

    CIRCLE explores an evidence-first architecture for closed-loop human-state computation, where sensing, adaptive intervention, timing, provenance, safety, and measured response are designed as one a…

    Python

  5. dynamic-resonance-rooting dynamic-resonance-rooting Public

    A computational framework for analyzing Complex Adaptive Systems. A nonlinear adaptation protocol designed for emergent conditions where conventional systems (economic, governmental, epistemic) fail.

    Python

  6. resonate-ai-mesh resonate-ai-mesh Public

    TypeScript