Application & Cloud Architecture
I design resilient, scalable systems, from splitting monoliths into microservices to event-driven integrations that hold up in production.
Freelance Application & AI Architect · Remote | EU/US
Application & AI Architect
Expert Generalist designing modern applications, breaking monoliths into microservices, and building AI-driven systems and agents. From solution & integration architecture to AI agents, agentic workflows, and MCP. Hands-on across the end-to-end delivery flow.
Solution Architecture
Cloud & Kubernetes
AI Agents & Agentic AI
MCP servers & agents
Services
AI Agents, Orchestration & MCP
I design and build AI agents and MCP servers that safely automate real work, with the orchestration, guardrails, and evals that keep them reliable in production.
References
E-commerce platform · Microservices
Split a monolith into microservices and stabilized their integration, so the platform could scale with growing traffic.
Enterprise integration · API-first
Designed and integrated distributed systems with clear API contracts and governance, connecting legacy platforms with modern services.
Process
Step 1
Discovery
Clarify domains, constraints, SLAs, risks, and the smallest valuable slice.
Step 2
Architecture
Target state and migration plan with decision records, reference contracts, and safety/operability guardrails.
Step 3
Delivery
Guided build, AI prototyping and PoCs (agents, tool orchestration, CI/CD, observability), testing, and technical documentation, with handover playbooks and hands-on work where it accelerates the team.
How I engage
- Architecture & AI assessments (2–4 week sprints)
- Fractional architect (1–3 days/week; design-first, hands-on when needed)
- Architecture reviews & second opinions
- AI prototyping, agent/MCP pilots & PoCs (tool orchestration, LLM scaffolding)
- Technical documentation & handover to engineering teams
Let’s talk
Based in Europe, collaborating across US/EU time zones. Remote-first, on-site for critical sessions.