We don't place general-purpose developers on software projects. Every engineer in our pool has shipped real connected products — from bare-metal Python frameworks to cloud-SaaS platforms.

Our 5-stage process goes beyond coding tests — we validate real hardware knowledge, system-level thinking, and production experience.
Every applicant is reviewed for real AI/ML, Python, or AI/ML domain experience. General-purpose developers are filtered out — we only shortlist engineers who have shipped hardware-connected software.
Every engineer has shipped real AI or Python products. We never place full-stack developers on software projects — ever.
Our engineers know Python frameworks, hardware constraints, and power budgets. They integrate into your team and contribute in the first sprint.
In software and safety-critical systems, bugs cost more than time. Our internal code review process ensures production-grade quality.
Since 2012 — 1,200+ projects delivered across industrial, medical, automotive, and consumer electronics. Clutch rated 4.9/5.
One or more senior AI or Python engineers slot into your existing team — working in your tools, your sprint cadence, and under your technical direction. Scale up or down anytime.
Get StartedLET'S WORK TOGETHER
Tell us about your project and we'll put together the right team — fast. No long onboarding, no guesswork.
