RDM3DC logo RDM3DC
Work with us

Building Adaptive Systems that Learn, Align & Ship

From ARP and RealignR to ER‑fluid prototypes and production‑ready tools — RDM3DC unifies research, engineering, and product.

Explore projects → Partner with us

Divisions

Organized to stay fast: research in Labs, product in Prototyping, verifiable science on‑chain, and customer apps in Apps.

RDM3DC Labs
ARP, RealignR, adaptive geometry — core research, papers, and open repos.
Prototyping
CAD, 3D printing, ER‑fluid devices, robotics, and rapid product development.
Blockchain & Verification
Reproducibility, verifiable experiments, audit trails, and open attestations.
Apps
Research dashboards, optimizer UIs, and realtime geo‑aware tools.

Featured Projects

All GitHub ↗
Research
Adaptive Resistance Principle (ARP)

A dynamic systems law used for optimization, analog computing, and ML stability.

View repo
Optimizer
RealignR

A lifelong optimizer with slope‑aware memory and ARP integration.

See docs
CAD
AdaptiveCAD

Geometry that bends with constraints — πₐ, curve memory, and plugins.

Explore
Geometry
Adaptive Pi Geometry (πₐ)

Constraint‑bent π for curved designs, survey alignment, and physics demos.

Overview
Circuits
Adaptive Impedance Network (AIN)

Dynamic G/C/L networks for optimization, control, and robust signal paths.

Design notes
Hardware
ER‑Fluid Analog Computer

Electrorheological hardware for TSP‑style routing and field solvers.

Lab prototype
Research → Product
We bridge frontier math/physics with shipped tools. If it can be simulated, we can prototype it.
Open‑core, IP‑aware
Public repos where it helps adoption; protected IP where it matters for a moat.
Fast Experiments
Tight iteration loops: sim → prototype → field test. We ship proof fast and scale what works.

Let’s build something adaptive.

Consulting, partnerships, or R&D collabs. Tell us what you’re trying to unlock.

ryanmckenna26@gmail.com GitHub Text 951‑392‑0096 Follow on X