Mission-critical pipelines.
Idempotent data flow with automated retry and fail-closed state machines.
Awaiting trigger
Smart Systems. Clean Logic. Real Results.
Self-healing infrastructure. Zero silent failures.
Built for teams that need idempotency and systems engineered to survive failure.
⚡ Powered by an n8n automation engine.
14+ years of applied engineering. Physical automation for global manufacturers, then digital.
A failed sensor should never crash the machine. State machines that log, alert and hold state on their own.
Let's audit your logic before production does.
Every background script, watchable and traceable.
Production systems, not demos.
Replaced manual drafting, review, and publishing with structured automated routing. Zero human handoffs from draft to endpoint.
Autonomous incident response on MCP + Make.com. Triages alerts, runs diagnostics, and executes fixes. No human in the loop.
Require industrial-grade automation?
Make × MCP Finalist
Years Mechatronics
System Reliability
Environments I've engineered in & ventures I've built





Idempotent data flow with automated retry and fail-closed state machines.
Awaiting trigger
Systems audits and custom architecture available.
Build It Once. Run It Forever.
Systems that catch their own errors and run quietly. No weekly firefighting.