Scope of Services

Freelance software development, infrastructure, and AI/LLM consulting — for clients who need senior engineering attention without hiring full-time.

Engagement types

• Fixed-scope projects — concrete deliverables, agreed timeline, fixed price

• Consulting & coaching — architecture review, AI / LLM strategy, team enablement on agent-driven development

• Contract / interim — embed with your team for 3–12 months (migrations, platform builds, specialist work)

• Audits & second opinions — security, infrastructure, AI / LLM eval pipelines, hardware / Kubernetes operations

Services

• AI / LLM Agents — production agents, RAG, MCP servers, evaluation pipelines, agent-driven dev coaching

• Corporate Systems — enterprise software, audit / compliance, ERP integration, microservice migrations

• E-Commerce — Shopify integrations, custom ERP sync, AI-driven content and image classification

• Hosting — high-availability deployment on bare-metal, cloud, or air-gapped Kubernetes

• IoT — cross-platform device integration, IoT data pipelines, edge integrations

• Web-to-Data — large-scale crawling and structured data extraction

How I work

Modern, agent-driven development is the default. Humans define intent; agents handle code, tests, review, and merge. Evaluation pipelines are the gatekeeper, not manual human review. See Agent-Driven Development.

Practical and pragmatic — no buzzwords, no over-engineering. Concrete deliverables, clear specs, evaluation in CI.

Based in Munich (DE) — open to remote engagements worldwide.

Contact: ✉ j@vavpc.de