Independent researcher and builder. Working on persistent cognitive architectures for long-running AI agents — internal state, memory systems, and autonomous decision-making. Also building TrustChain (on-chain reputation for Solana liquidity) and the Sovereign Swarm Hub (multi-agent research orchestrator).