Started early
First structured C++ course at 12. Curiosity has been a working method ever since.
AI automation · ERP · Integration
I modernize
business processes
with controlled AI.
25 years in software engineering, including 15 years deep in ERP and steel processes. I connect established C#/.NET systems with AI pipelines, n8n, APIs and human gates — explainable, testable and reversible.
25years engineering
15years ERP / steel
1founder product
Available for selected projectsMK://PROCESS_TO_SYSTEM
My working profile
AI pipelines that survive the real process.
My strongest current discipline is AI-assisted process modernization: understand the domain and legacy system, classify decisions, build safe automation boundaries and make every result inspectable. AI accelerates the work; accountability, recovery and operations remain engineering.
Understands industry
15 years of owner-confirmed ERP experience in the steel sector — process, material reality, EDI and long-lived business logic.
Built products
Co-founded and programmed CargoTrouper; now building systems from MK1 Command to RoamTale and BetManager.
Selected systems
Work you can inspect.
01 / OWNER-BUILT PUBLIC
MK1 Command
Auditable control plane for AI-assisted business processes with human gates, policies, durable workflows and rollback.
Open ↗02 / EXECUTABLE LABAI Process Modernizer
Executable TypeScript lab for process decomposition, risk classification, approval boundaries and replayable evidence.
Open ↗03 / PUBLIC EVIDENCECargoTrouper
Publicly documented founder and programming role on a logistics platform for self-employed drivers and freight companies.
Open ↗04 / ENGINEERING LABSLegacy · API · n8n
Synthetic executable C# lab for incremental modernization without confidential employer code.
Open ↗How I work
Process first. AI with purpose. Operations from day one.
- 01 · DomainMake states, keys, exceptions and responsibilities explicit.
- 02 · BoundaryBuild an API, EDI or CLI contract with versioning and tests.
- 03 · SafetyShip idempotency, audit, comparison runs, recovery and rollback.
CONTACT / START HERE
A difficult system on the table?
If the process is complex, the data has history or the interfaces are critical, we should talk.
marvin.mk1.rocks