Data Systems

Data Systems &
Infrastructure

High-frequency data pipelines, time-series normalization, and low-latency execution infrastructure for systemic trading.

TIME_SERIES EXCHANGE_CONNECTIVITY LATENCY_OPTIMIZATION

Research Focus

Market Data Normalization

Unified schemas for disparate exchange feeds (CEX/DEX/Traditional). Handling microsecond timestamps and out-of-order delivery.

Execution Infrastructure

Robust order routing, filled-state reconciliation, and failover mechanisms for active trading engines.

Event-Driven Architecture

Building reactive systems that process signals in real-time with minimal jitter.

Historical Replay Envs

High-fidelity backtesting environments that accurately simulate latency, slippage, and liquidity constraints.

Lab Tools