SWITZERLAND · AI SYSTEMS ARCHITECT · FOUNDING ENGINEER
Enterprise AI infrastructure, autonomous agents, workflow automation, SaaS platforms,
and production software—from interface to infrastructure.
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Production AI systems that can reason, retrieve, call tools, retain context, coordinate work, and escalate safely.
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Complete SaaS products and internal platforms with refined interfaces, secure APIs, billing, analytics, and operational workflows.
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Reliable model-serving and data foundations designed around observability, security, cost control, and scale.
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Automated systems for image, video, synthetic media, identity continuity, and high-volume creative delivery.
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| Domain | Capabilities |
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| AI & agents | RAG · embeddings · vector search · tool orchestration · agent memory · multi-agent workflows · human approval · evaluations · guardrails · multimodal AI |
| Applications | React · Next.js · Node.js · FastAPI · Django · Flask · NestJS · Spring · .NET · REST · GraphQL · event-driven services |
| Infrastructure | Linux · Docker · Kubernetes · AWS · Azure · Google Cloud · Terraform · Ansible · CI/CD · distributed systems · observability · reliability engineering |
| Data | PostgreSQL · Redis · MongoDB · pandas · Apache Spark · Power BI · Tableau · Excel · Google Sheets |
| Production | Figma · Adobe Creative Cloud · Canva · DaVinci Resolve · Final Cut Pro · Remotion · Sora · Higgsfield · ComfyUI · FFmpeg |
| Systems | AI agents · SaaS platforms · automation engines · CRM systems · dashboards · client portals · APIs · outreach systems · production websites |
BUSINESS OUTCOME
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SMALLEST COMPLETE SYSTEM
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SHIP TO A REAL ENVIRONMENT
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VERIFY WITH EVIDENCE
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SCALE WHAT WORKS
| 01 DEFINE Clarify the commercial outcome, constraints, users, and proof of success. |
02 ARCHITECT Choose the smallest durable system that can produce the outcome. |
03 SHIP Build end to end, integrate the real services, and deploy. |
04 VERIFY Test behavior, reliability, economics, and operational readiness. |
The objective is not to add more software. It is to build a better operating system for the business.
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I work best on serious builds with a defined business problem, a real budget, access to decision-makers, and a direct path to execution.
