CMW Capital Management
A new kind of investment fund.
The quantitative trading industry is being transformed by AI. Legacy funds built moats through expensive data, PhD talent, and infrastructure — all of which are now being commoditized by AI. CMW Capital is built from the ground up to leverage this shift. We use proprietary AI systems to discover, validate, and execute trading strategies with speed and rigor that legacy infrastructure cannot match.
Our AI systems are designed to challenge their own assumptions — testing every hypothesis from multiple angles before it reaches validation.
Every trading hypothesis is backtested across multiple market regimes. Only strategies that survive statistical scrutiny and real-world friction modeling are promoted.
Research and execution run on independent, purpose-built GPU infrastructure. Designed so that no single point of failure can halt live trading.
Real trade results feed back into the research process. The system identifies which signals are working and which are decaying — and adapts without manual intervention.
Systematic strategies across liquid markets. On-premises GPU infrastructure. Deploying Q2 2026.
Founder & CTO
Built enterprise-scale distributed data systems processing hundreds of millions of records at Fannie Mae. BS in Computer Engineering from Cornell, with minors in CS and Business. Graduate TA for Cornell's graduate-level Computer Architecture course. AI/ML coursework completed years before the current wave — grounded in fundamentals, not hype. Active options trader with hands-on experience in derivatives, volatility, and strategy evaluation. Currently building the infrastructure to bring AI-native research and systematic execution to institutional investing.
We're building something different. If you're interested in the future of AI-driven investing — whether as an investor, advisor, or potential collaborator — we'd welcome a conversation.