AI Systems Architect
Agentic. Nodes
Think of me as a boutique dealership for Sovereign Agentic Workflows. I build high-performance, air-gapped AI solutions powered by Edge LLMs. (Cloud reasoning, zero latency, total privacy).
Active Nodes
Universal AI Sommelier
Predictive Chemistry // Random Forest Engine
Stop drinking marketing labels. This node translates human preference into chemical thresholds. Using a Random Forest model trained on blind-tasting data, it maps your palate to the exact ABV, pH, and residual sugar profiles of 130,000+ real-world bottles.
Coffee Shop Integration
Mobile Payments // 3DS Framework
Architecting secure authentication handshakes and friction-minimized payment loops. This node simulates autonomous order routing and secure 3D Secure 2.0 protocol implementation.
Lead Architect
Heikki Collanus
Full-Stack AI Architect specialized in productionizing machine learning. From air-gapped agentic workflows to predictive chemical modeling, I build the infrastructure that allows AI to solve high-stakes business problems.