Help turn ambitious systems questions into reproducible engineering.
Antshiv Robotics is currently a small, founder-led engineering company. The most useful collaborations begin with a concrete model, kernel, operating-system, controls, hardware, education, or validation problem.
There is no generic hiring funnel today. There are real contribution, research, teaching, sponsorship, and bounded project paths.
Choose the relationship that matches the work
Recognition is based on the engineering contribution, not merely retained line count. Claims, ownership, scope, and evidence should remain explicit.
Public CKE development
Reproduce an issue, add a platform lane, improve a kernel, strengthen a numerical oracle, document a circuit, or harden tooling. Start with the repository, its current contribution terms, and a concrete issue.
Model and systems collaboration
Bring an architecture, reference implementation, dataset question, CPU platform, or experiment that benefits from transparent kernel-level investigation.
Courses and technical content
Develop notebooks, diagrams, demonstrations, or curricula that teach AI from model behavior down through circuits, kernels, memory, and hardware.
Hardware and laboratory support
CPU nodes, memory, storage, networking, embedded targets, and access to specialist systems can become public reproducible validation lanes with agreed evidence boundaries.
Bounded engineering work
For a commercial investigation with a defined outcome, use the consulting route rather than an open-ended collaboration request.
Employment is not open today
Future paid roles will be published with scope, compensation, location, and expectations. Unsolicited resumes are not treated as consent to retain personal data indefinitely.
Send enough evidence to make the next decision
A short, specific message is more useful than a broad partnership pitch.
The question
What exact behavior, limitation, model, platform, or research question are you addressing?
What exists
Link the source, paper, hardware, reproduction, measurements, or prior attempt.
Your proposed role
State what you can contribute and what you need from Antshiv Robotics.
The evidence boundary
Explain what result would count as progress and what remains unknown.
Antshiv Robotics builds intelligent systems we can understand all the way down, from mathematical kernels and CPU runtimes to simulation, flight control, and autonomous machines.