Skip to content
View topherchris420's full-sized avatar
🎹
🎹
105 followers · 2 following

Achievements

Achievement: Pair Extraordinairex3Achievement: StarstruckAchievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair Extraordinairex3Achievement: StarstruckAchievement: Pull Sharkx3Achievement: YOLOAchievement: Quickdraw

Organizations

@Resonant-Intelligence-Lab

Block or report topherchris420

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
topherchris420/README.md 
█████╗  ██╗     ██████╗██╗   ██╗███╗   ███╗ █████╗ ████████╗██╗ ██████╗███████╗
██╔══██╗██║    ██╔════╝╚██╗ ██╔╝████╗ ████║██╔══██╗╚══██╔══╝██║██╔════╝██╔════╝
███████║██║    ██║      ╚████╔╝ ██╔████╔██║███████║   ██║   ██║██║     ███████╗
██╔══██║██║    ██║       ╚██╔╝  ██║╚██╔╝██║██╔══██║   ██║   ██║██║     ╚════██║
██║  ██║██║    ╚██████╗   ██║   ██║ ╚═╝ ██║██║  ██║   ██║   ██║╚██████╗███████║
╚═╝  ╚═╝╚═╝     ╚═════╝   ╚═╝   ╚═╝     ╚═╝╚═╝  ╚═╝   ╚═╝   ╚═╝ ╚═════╝╚══════╝

Christopher Woodyard

Founder + CEO, Vers3Dynamics

An artist building adaptive systems for biosignal modeling, human-state inference, and closed-loop feedback.

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

Ko-Fi

What i do

  • Vers3Dynamics: open research systems for multimodal biosignals, adaptive models, and feedback loops that can be listened to, seen, and felt.
  • Resonant intelligence: prototypes that treat cognition and physiology as time-evolving signals rather than static labels.
  • Creative instrumentation: black-and-white long exposure photography, poetry, audio/visual feedback, and tech that makes invisible states easier to notice.

I'm interested in systems with humanity: observe carefully, adapt in real time, and make their uncertainty visible.

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

GitHub Actions 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

Best doorway: open a GitHub discussion or support the lab through Ko-fi if the work resonates.

Contribution Flow

Contribution snake animation

Pinned Loading

  1. 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

  2. ideas ideas Public

    Open-source playground for resonant intelligence, merging AI, sound, and neurofeedback to explore how energy, rhythm, and consciousness self-organize. Experiment, visualize, and code the future of …

    Python

  3. james_library james_library Public

    A local expert panel for questions, grounded in research papers🐙(Predates Karpathy's AutoResearch)

    Rust 72 29

  4. topherchris420 topherchris420 Public

    1