amBrain
FinTech Case StudyTrading Infrastructure

Trading Terminal & Mini-Exchange on Rust

We built a full trading platform development from scratch - a high-speed trading terminal with order book visualization, scalping panel, and a matching engine integrated with MOEX via FIX protocol. The system processes orders with sub-millisecond risk management checks and renders UI updates in under 5ms tick-to-trade latency.

1.5x
Faster Than Market
<5ms
UI Rendering
<1ms
Risk Processing
99.99%
Uptime
Interface do terminal

Como é o terminal

O terminal reúne book de ofertas, controles de scalping, gráficos em tempo real e market watch em um único workspace otimizado para velocidade.

DOGE/USDT
Conectando à Binance...
O: -H: -L: -C: -
F1 Mercado
F2 Limit
F3 Cancelar
ESC Flatten
Qtd
Posição+5 @ 80513.35
P&L não realizado+$6.25
Margem utilizada$4025.73
Trades recentes (ao vivo)
Aguardando negociações...
CONECTADOLatência: 2ms
Market WatchAO VIVO
Conectando aos dados de mercado...
Em produção

Infraestrutura de trading em ação

trading-terminal · ao vivo
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Terminal de trading completo — espaço de trabalho multipainel com livro de ofertas ao vivo, escada de execução, posições abertas e P&L em tempo real

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Configurações do terminal

Configure faixas de volume, tolerância de slippage e o método de cálculo de preço para cada instrumento. As mudanças valem ao vivo, sem reiniciar a sessão.

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Seleção de ticker

Busca de instrumentos e troca de símbolos em todos os venues conectados. Fixe favoritos e envie um símbolo direto para o workspace ativo.

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Log de transações

Histórico de ordens pronto para auditoria, com execuções, timestamps, lado, preço, tamanho e status. Filtre por venue ou símbolo para reconciliar a atividade em segundos.

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Conexões com exchanges

Configuração em um clique para os mercados spot e de futuros da Gate e da MEXC. Chaves de API, rate limits e saúde da conexão gerenciados em um único painel.

O contexto

A proprietary trading firm needed a faster trading terminal and a reliable matching engine for their operations on the Moscow Exchange (MOEX). Their existing tools were too slow for scalping strategies and lacked the order management system and lifecycle control they needed.

They required a system with smart order routing that could render order book updates in single-digit milliseconds, execute pre-trade risk management checks in under 1ms, and provide a scalping-oriented interface with hotkey support and one-click order placement via exchange integration.

O desafio

  • Build a terminal that outperforms existing market tools in rendering speed and order execution latency
  • Integrate directly with MOEX for full order lifecycle - placement, modification, cancellation, and fill tracking
  • Implement a scalping-optimized interface with order book depth visualization, hotkeys, and quick-order panels
  • Process pre-trade risk checks in under 1 millisecond without blocking order flow
  • Maintain 99.99% uptime during peak market hours when every millisecond matters
Entrega

O que entregamos

Rust Matching Engine

Core matching engine development written in Rust for maximum throughput and deterministic tick-to-trade latency. Handles order matching, partial fills, and order management system with zero garbage collection pauses.

Order Book Visualization

Real-time order book (stakan) with depth visualization, bid/ask spread display, and volume heatmap. Updates render in under 5 milliseconds using wgpu/egui for GPU-accelerated rendering.

Scalping Panel

One-click order placement with configurable hotkeys (F1-F12), quick quantity selectors, instant position flattening, and real-time P&L tracking for active scalping strategies.

Pre-Trade Risk Engine

Real-time risk management checks executed in under 1ms per order - position limits, margin requirements, max order size, and daily loss limits - without blocking the smart order routing flow.

MOEX Integration

Direct exchange integration with Moscow Exchange via FIX protocol. Full order lifecycle control including placement, modification, cancellation, and fill notifications with microsecond timestamps for trading platform development.

Multi-Window Workspace

Detachable panels for order book, charts, positions, and market watch. Traders can arrange layouts across multiple monitors with state persistence between sessions.

Arquitetura

Como funciona

01

Market Data Feed

Raw market data streams from MOEX via binary protocol. Parsed and normalized into internal format with nanosecond timestamps.

02

Order Book Engine

In-memory order book maintained per instrument. Supports price-time priority matching with O(1) best bid/ask lookups.

03

Risk Gateway

Every outgoing order passes through pre-trade risk checks. Position limits, margin, max size - all evaluated in under 1ms.

04

Execution & UI

Orders routed to MOEX via FIX. Fill confirmations update positions and P&L. UI re-renders in under 5ms via GPU pipeline.

Resultados

Resultados mensuráveis

1.5x
Faster Than Market

Outperforms comparable terminals in rendering and execution speed

<5ms
UI Data Rendering

Order book and chart updates visible to traders in under 5 milliseconds

<1ms
Risk Processing

Pre-trade checks complete before the order reaches the exchange

99.99%
System Uptime

Including peak trading sessions and high-volatility market events

Stack tecnológico

RustwgpueguiFIX ProtocolWebSocketReactTypeScriptRedisPostgreSQLDocker

Need Trading Infrastructure?

We specialize in trading platform development - trading terminals, matching engine engineering, risk management systems, and exchange integration via FIX protocol. Tell us about your requirements.