CORVUS AI

Autonomous Trading System

Finance

CORVUS AI

Built a fully autonomous trading system combining reinforcement learning, natural language processing for news analysis, and alternative data integration. The system executes 50,000+ trades daily across equity, futures, and options markets. Our proprietary risk management layer ensures drawdown limits are maintained while the model adapts to changing market regimes. Managing $2.1B in assets with 340 basis points outperformance versus benchmark over 36-month live trading period.

$2.1B

AUM

+340bp

Alpha

36mo

Live Track Record

Tech Stack

PythonJAXRayKafka

Units on this engagement

Lead

ML ENGINEERING

Alpha models and JAX training pipeline

Contributing

PERFORMANCE ENGINEERING

Low-latency execution path

Contributing

BACKEND SYSTEMS

Kafka event backbone and order routing

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