Founder, Father, Tech Evangelist | Building AI & Web3 with Optimism and Responsibility
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I’m Stan, founder-level AI & Web3 architect, security expert, and hands-on CTO based in Germany. For over 12 years I’ve been building and scaling complex digital products end-to-end. I don’t just advise. I architect, implement, secure, and ship. I co-founded and scaled: • **Scaleswap** — $3.5M raised, ~$5M IDO flows, ~$7M TVL secured • **Dmany** — ~300,000 users, ~$500k turnover • Multiple AI and RAG systems in regulated environments Today I operate at the intersection of: 1. AI Systems & Agents (LLMs, RAG, vertical AI agents, EU AI Act readiness) 2. Web3 & Tokenization (EVM, DeFi, DAO design, smart contract review) 3. Cloud & Zero-Trust Security (AWS/GCP, IAM, WAF, API security, CI/CD hardening) 4. Fractional CTO Leadership (architecture, hiring, roadmaps, execution) What makes me different: • I’ve led teams up to 20 engineers with ~$4M budgets • I build GDPR-compliant, audit-ready AI systems • I understand both enterprise governance (bank/insurance) and startup velocity • I close loops and deliver production systems, not slides Recent impact examples: • AI Governance program aligned with EU AI Act → approval cycles reduced from 6–8 weeks to ~3 weeks • RAG-based support platform → ~35% reduction in standard support tickets • Data center automation → provisioning times reduced by 45% I’m comfortable switching between business, strategy and code.