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Agentic Market Making

License: MIT

A Rust-based market-making engine simulating inventory-aware quoting with a future extension toward agent-driven strategy control.

Overview

This project is an experimental market-making simulator built in Rust, designed to explore adaptive trading strategies and agent-based control of execution parameters. The system is intentionally simplified and serves as a research and learning environment rather than a production trading system.

Notes

  • This project is experimental in nature.
  • AI-assisted tools were used during development for design exploration and code scaffolding.
  • Core system design, architecture decisions, and implementation logic are owned and reviewed by the author.

Components

  • Rust execution engine
  • Simulated price process
  • Market making logic
  • PnL + inventory tracking

Architecture

The system is structured into:

  • Execution engine (deterministic simulation)
  • Strategy layer (parameterized decision logic)
  • Future agent layer (external control of strategy parameters)

Future work

  • Python agent interface
  • ML-based parameter control
  • Real market data integration

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Rust-based market-making engine with agent-driven strategy control

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