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Embedded Engineering Teams

Senior Rust & AI Engineers — Embedded in Your Sprint, Not on Your Payroll

Embedded Engineering Teams illustration

A senior Rust or AI engineering requisition sitting unfilled for 60+ days is unshipped work, not just an open req — concurrency bugs unresolved, backend services unbuilt, AI/ML pipelines stalled. Generalist marketplaces route you to algorithm-screened contractors with no backstop — when they hit a genuine concurrency bug, a performance wall, or an architecture decision they can’t own alone, the sprint stalls with them.

Obox Systems is an international software engineering company headquartered in the US, specializing in embedding senior Rust and AI systems engineers who write production code directly inside a client’s existing engineering team. Engagements are led by our CTO, backed by a structured team with mandatory peer review; NDA available on request.

We embed peer-vetted senior Rust and AI systems engineers directly into your existing engineering organization — your tools, your workflow, your sprint — under your technical leadership. They ship production code at your bar: backend services, concurrency and performance fixes, AI/ML pipeline builds, architecture calls, code review. When the work gets genuinely hard, they have our full senior engineering bench behind them, not just their own judgment.

Proven: an 8-month embedded engagement with an AI bookkeeping automation platform — 107 bug tickets resolved, a 25x cut in read restart errors, tripled supported extraction types, and a US market expansion shipped (Clutch, 5.0/5.0; VP of Engineering: “…they integrated perfectly with our internal team.”).

We can help you with:

  • A senior Rust or AI engineer shipping production code in your stack within days, not months — backend services, concurrency and performance fixes, AI/ML pipeline work
  • Senior-level engineering judgment, not ticket execution — architecture decisions, systems tradeoffs, and code review handled at your team’s bar
  • Direct integration into your existing tools and workflow — no separate contractor process, no liaison layer
  • Backstop from our full engineering bench on hard architecture, concurrency, or systems bottlenecks — not a solo contractor working alone
  • Part-time or full-time embedded capacity, scale or replace with notice — no long-term headcount commitment

Start with the Architecture & Systems Audit — an engagement that reviews your codebase, scopes the engineering gap, and matches the right engineer, before you commit to ongoing embedded capacity.

Technologies we use

  • Rust
    Rust
  • Python
    Python
  • TypeScript
    TypeScript
  • PyTorch
    PyTorch
  • AWS
    AWS
  • GCP
    GCP
  • Kubernetes
    Kubernetes
  • PostgreSQL
    PostgreSQL
  • Redis
    Redis
  • Docker
    Docker
  • GitHub Actions
    GitHub Actions

Packages

20 hours — codebase/architecture audit, concurrency review, engineer matched to your stack.

20 hours

80 hours/month — feature builds, concurrency/performance fixes, architecture calls, code review.

Monthly

160 hours/month — full-time engineer owning your backend/AI roadmap: builds, review, on-call.

Monthly

Two or more embedded engineers with a lead, scaled to your roadmap.

Monthly

Case Studies

FAQ

  • A solo freelancer has no backstop — if they get sick or hit a wall they can’t solve, your sprint stalls. Our engineers are peer-vetted and backed by our full senior bench for hard concurrency or architecture problems, plus a replacement guarantee.

  • Yes. A VP of Engineering at an AI bookkeeping automation platform embedded our engineer for 8 months — 107 bugs resolved, a 25x cut in read restart errors, tripled supported extraction types. 5.0 on Clutch: “…they integrated perfectly with our internal team.”

  • Typically within 5 business days of completing the Architecture & Systems Audit, once we’ve matched an engineer to your stack and confirmed timezone overlap.

  • You do. The engineer joins your existing tools and workflow and works under your technical leadership and sprint process. We handle vetting, backstop, and replacement — not day-to-day task assignment.

  • We replace them at no disruption to the engagement. Fit is confirmed during the Architecture & Systems Audit before Part-Time or Full-Time Embedded begins, and scope or stack shifts mid-engagement trigger a direct engineer swap, not a renegotiation.

  • Yes. The Architecture & Systems Audit (20 hours) functions as a paid trial — no obligation to scale up. Most clients start there before moving to Part-Time or Full-Time Embedded capacity.

  • Those services scope and deliver a defined project outcome under our project management. Embedded Engineering Teams places our engineer inside your team, under your roadmap and leadership — you own the sprint, we supply the execution capacity.

  • Yes. We sign NDAs before any technical discussion begins, on request.

  • You do. Everything ships directly into your repository under your ownership — no vendor lock-in, no code held back.

  • Yes. Signed contracts with fixed scope per phase. Wyoming LLC — you’re contracting with a registered entity, not an individual freelancer.

Book a free call

Consult with our engineering team to define the perfect solution for your needs.

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30 minutes