Role: Architect & Builder
What It Is
SigmaEdge is an institutional-grade automated trading platform for decentralized cryptocurrency markets, an “AI hedge fund” that runs multiple coordinated strategies simultaneously across six blockchains and 15+ DEX protocols, rather than operating as a collection of isolated bots.
How It Works
A team of specialized Claude AI agents handles strategy selection, risk management, portfolio optimization, and market-regime detection, analyzing on-chain metrics, sentiment, and macro signals on a continuous cycle with ensemble ML models and Kelly-criterion position sizing.
Engineering
Built cloud-native on AWS: EC2 Graviton3, ECS Fargate, RDS PostgreSQL with TimescaleDB, ElastiCache Redis, KMS encryption, and full observability, engineered for sub-10ms execution latency and 99.9% uptime.
TODO(nick): add any publishable performance or scale figures.