Applied Research Lab

We research the systems others build on.

Digital Wilderness is an applied research lab in Nairobi, working across mathematics, electronics, avionics, and machine intelligence. The software we ship is an applied output of that research — not the starting point.

Programs

From research to fielded system.

Every program moves through the same five gates before it reaches the field. Nothing ships untested, and nothing skips a gate because the schedule says so.

01

Design

Schematic capture, component selection, and simulation before a single trace is routed.

02

Prototype

Rapid-turn PCB spins and 3D-printed enclosures to validate form and fit early.

03

Fabricate

Production-grade manufacturing oversight, from panelization to pick-and-place.

04

Test

Functional, thermal, and EMI/EMC testing against real operating conditions.

05

Deploy

Firmware provisioning, calibration, and field rollout with monitoring in place.

Software

The applied output, not the starting point.

We don't have a house stack — we have a decision tree. Every project starts by asking what the research and the constraint actually require, then builds two kinds of software on top of it.

01

Real-Time Software

Systems that can't afford to be late — control loops, telemetry pipelines, and decision systems built for deterministic, millisecond-level response.

RustGoC++
02

Dimensional Web

Product configurators and spatial interfaces that put research and hardware in front of people who'll never open a datasheet.

Three.jsWebGLTypeScript
Rust
For real-time and embedded systems where a crash isn't an option — memory-safe, predictable, and fast enough for control loops and firmware alike.
C / C++
For firmware and low-level hardware control — direct access to the metal when microseconds and register access matter.
Python
For machine learning research and rapid experimentation — where iteration speed on an idea matters more than raw runtime performance.
Go
For distributed backends and services that need to scale horizontally without drowning in complexity.
TS + WebGL
For interactive, spatial, and 3D web experiences — type-safe on the front end, hardware-accelerated where it counts.
Founder

The founder.

Digital Wilderness was founded by Arnold Chris Oduor to lead technology research in Kenya and to build better systems. The lab partners with other technology companies to make products that matter across Africa.

Arnold has worked with some of Kenya's largest technology companies on end-to-end, large-scale enterprise systems.

arnoldchrisoduor@gmail.com

Contact

Bring us the problem before you bring us the spec.

Tell us what you're working on — a model, a board, a control loop, a system that has to hold up in the field. We'll tell you honestly whether it's a fit for what we research.