HFT Trader.
Market Maker.

Focused on speed, risk, and market structure.

Trading across fragmented markets.

Execution is treated as a market-structure problem: venue selection, inventory pressure, transfer risk, and path-dependent liquidity.

Abstract visualization of fragmented market routing and liquidity paths.

Cross Exchange Arbitrage

Pricing differences. Execution paths. Transfer and venue risk.

Market Maker

Liquidity. Spreads. Inventory. Adverse selection.

Alpha Trade

Short-horizon signals. Execution-aware decisions.

Areas of attention.

Funding rate, latency, microstructure, market spread, inventory, Rust, Go, and AI.

Abstract visualization of order-book depth surfaces and market structure research.