CodingNexus is a US-Florida boutique engineering consultancy. Two pillars, ten focused offerings, four in-house products. Founder-led, vendor-neutral, on-premise where it matters.
Industrial engineering and software engineering share my methodology and my standards — but they need different vocabularies, different cabinets, and different cadences. Both pillars are senior-led end to end.
AI for production lines, PLC retrofits, vision orchestration, and the prototypes that prove an architecture before you commit to a vendor.
Production-grade apps, fast websites, and project leadership for engineering programs that need an engineer holding the rudder.
Anonymized to respect NDAs. Numbers are measured, not estimated.
Replaced a vendor-locked legacy inspection pipeline with a NexusVisionOrchestrator + custom CV gate. Engagement included AI vendor evaluation, recipe migration, PLC handshake refactor, and operator handover. Result measured on a 14-day post-rollout baseline.
Two-engine A/B prototype to settle an internal "build vs. buy AI" debate. Maddox Edge against CodingNexusVision on identical inputs, scored on real production frames. Outcome: data-driven vendor decision and an integration roadmap.
Rebuilt a fragile internal admin tool in .NET 8 + Blazor with proper auth, audit log, and a CI pipeline that actually runs. Handed over with a 40-page runbook and a one-page on-call cheat sheet.
Most projects start with a discovery call and graduate into a proof-of-architecture before anyone commits to a multi-month build. The path is honest, the cadence is weekly, and every phase has a written gate.
Free, no sales pressure. We clarify the problem, the constraints, and whether I'm the right person to solve it. If I'm not, I name who would be.
Fixed scope, fixed price. One narrow slice of the real problem, built end-to-end on real data, with a decision document at the end.
Weekly demoable progress. Every sprint produces something the client can run. Scope is held tight; if it grows, the change is named and quoted.
Runbook, monitoring, and a one-page on-call cheat sheet. Optional retainer for first-90-day support or a longer engineering partnership.
Every product on this list grew out of a real engagement. The shipping ones have paying users; the labs ones are open for waitlist signups so launch is informed by demand, not by a roadmap I wrote alone.
On-premise AI vision orchestration. Routes image evaluation to any engine and talks to Siemens, Beckhoff, CODESYS PLCs natively.
Visit product → LiveVision-AI engine for industrial defect inspection. Drop-in component for the orchestrator or any other consumer over a clean API.
Learn more → Coming SoonEuropean Sentry alternative for teams whose pricing scales painfully past 100 services. Self-hostable, source-available.
Join the waitlist → Coming SoonDNS, DMARC, uptime, and certificate health in one panel. The mxtools-replacement DACH IT teams keep asking me for.
Join the waitlist →CodingNexus is a US-Florida boutique engineering consultancy that builds industrial AI and custom software, plus the products that come out of those engagements (NexusVisionOrchestrator for AI vision orchestration, CodingNexusVision as a vision engine, BugNexus and DomainVitals as upcoming software tools).
The founder. Every engagement is senior-led, with hands-on architecture and implementation. No junior-engineer offload. When specialist depth is needed (safety PLC, hardware design), specialists are brought in transparently and named in the contract.
Typical engagements run 2–12 weeks at EUR 10k–150k. Discovery calls and 2-day workshops are scoped and quoted separately at a fixed rate. There are no published day-rates — every quote is engagement-shaped.
Rarely, and only when the engagement is technically distinctive. CodingNexus is not the right fit for designer-led 2-week MVPs for fundraising. We are the right fit for production-grade systems with real integration depth.
Headquartered in Fort Lauderdale, Florida (USA). Primary markets are DACH (Germany, Austria, Switzerland) and the US. All engagements are run in English or German.
Three differences: senior-led with no offload; products come out of engagements (knowledge is productized and reused); honest disqualifiers on every service page that tell you when not to hire us.
Use the calendar for a 30-minute call with no sales pressure, or send a topic-tagged message and I'll route it to the right starting point.
Prefer email? info@coding-nexus.com · Phone: +1 786 917 5680
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