AI process automation
Process decomposition, LLM and agent pipelines, n8n, human gates, evaluation, audit, recovery and controlled integration into existing systems.
ERP · EDI · APIs · Full stack
Marvin Kamp combines 25 years in software development with 15 years of ERP experience in the steel sector – from C# and B2B EDI to modern APIs, data platforms and full-stack products.
Capability profile
The combination of long-term domain work and owner-built products is the foundation of this portfolio.
Process decomposition, LLM and agent pipelines, n8n, human gates, evaluation, audit, recovery and controlled integration into existing systems.
Order-to-cash, purchasing, inventory, material master data, batches/coils, logistics, invoicing and exception workflows.
Partner profiles, mappings, acknowledgements, idempotency, retries, reconciliation, audit and operations.
Long-lived business systems, API layers, incremental migration, SQL and operational safety.
OpenAPI/Swagger, quickstarts, reference docs, examples, error models, webhooks and docs-as-code.
TypeScript/React/Next.js, backend services, PostgreSQL/SQLite, authentication, accessible interfaces and tests.
Multi-source ingestion, normalization, provenance, quotas, monitoring, replay and human gates.
Signature system
MK1 Command is the visual and technical anchor of this portfolio: a real owner-built control plane that makes state, authorization, human gates and audit visible.
Built for accountable operations
Real projects
Local sports-data and decision-support platform with multi-source ingestion, normalization, ELO, odds time series, coverage controls and a human final decision.
Open case study →Auditable control plane for AI-assisted business processes with role and policy models, durable workflows, signed runner protocols, human gates, MFA, backups and a clearly separated demo mode.
Open case study →Self-hosted creator workspace for planning, publishing and analyzing a creator's own short-form content and channels.
Open case study →Product for AI-assisted social posts from a user's own travel photos, with a publicly verifiable landing page and application.
Open case study →Version-controlled workflow suite for RoamTale with a live-tested caption automation, daily digest and clearly separated posting and push templates.
Open case study →Co-founded logistics platform matching self-employed truck drivers without their own vehicle with freight companies; Marvin's technical role and the platform concept are publicly documented.
Open case study →Documentation samples
They demonstrate work quality and technical depth without pretending to be client engagements.
Executable reference lab that decomposes a business process into automated, assisted and human-owned steps with risk classification, approval boundaries and replayable evidence.
Open case study →Read-only scanner for exported n8n workflows that flags possible inline secrets, unprotected webhooks, missing retry or timeout strategies and recovery gaps.
Open case study →Dependency-free .NET CLI for focused breaking-change checks on published API contracts, including paths, operations, responses, schemas, required fields and types.
Open case study →Fully synthetic API documentation pack covering quickstart, authentication, idempotency, errors, webhooks and an executable OpenAPI specification.
Open case study →Synthetic, domain-realistic reference for order, delivery, batch, coil and invoice flows in a steel ERP without employer or customer data.
Open case study →Synthetic webhook documentation pattern with signature verification, replay protection, retry behavior and operational troubleshooting.
Open case study →Operations runbook for reliable automation: state, restart, dead-letter flows, human gates, monitoring and rollback.
Open case study →Executable synthetic C# lab for incremental modernization of long-lived business systems: ingest, validate and compare legacy data behind a modern CLI/API boundary.
Open case study →