Automation Architecture in Web3 intelligence
Founder & Lead Architect
Orchestrated AI agent architecture combined with active blockchain sources working in consensus to provide validated ground-truth data.
Five specialized AI agents collaborate using cutting-edge methodologies including Monte Carlo Tree Search, Haizing Loop Validation, and advanced debate/consensus mechanisms to ensure data accuracy.
Revolutionary anti-hallucination system employs 5-layer validation including population scaling, market maturity analysis, regulatory constraints, and cross-source evidence correlation.
Real-time blockchain validation integration with premium data sources for comprehensive market intelligence and OTC analysis.
Next.js, TypeScript, React, Node.js, JavaScript, Python, PostgreSQL.