Trading System Deployment & Data Infrastructure

Production-Grade Trading Automation

We consult, design, deploy and maintain end-to-end trading automation systems. Our platforms cover data ingestion, decisioning, execution, and post-trade reporting—supporting client deployments as well as our own internal trading operations.

Our Services

Trading System Deployment

We design and deploy automated trading systems tailored to client requirements. Our systems span the complete trade lifecycle—from market data ingestion to order execution, reconciliation, and reporting— with an emphasis on reliability, scalability, and low operational overhead.

  • Unified broker abstraction layers
  • Market Data Infrastructure
  • Order management & execution systems
  • Historical & real-time market data handling
  • Symbol normalization & instrument mapping

Decisioning Frameworks

We design and implement trading decisioning frameworks including signal pipelines, rule evaluation engines, risk controls, and automation workflows. Our work is informed by hands-on experience building and operating internal algorithmic systems.

We provide engineering expertise and system architecture— without transferring or selling trading strategy intellectual property.

  • Signal processing & feature pipelines
  • Rule engines & decision workflows
  • Risk gating & execution controls
  • Monitoring, logging & performance analytics

Data Collection & Maintenance

We build and maintain robust data pipelines for Indian markets, covering both static reference data and market data. Our systems are designed for accuracy, continuity, and long-term maintainability.

  • Static & reference data (indices, dividends, splits)
  • End-of-day market data collection and storage
  • Real-time market data collection and storage
  • Data validation & management utilities

Disclaimer: inCurrency does not provide investment advice, manage external capital, or sell trading strategies. All services are limited to system design, software engineering, and trading infrastructure.

Technology Stack

We use modern, production-grade technologies to build reliable, scalable trading systems.

Python R Java Redis Flask

Execution & Market Access

Our systems integrate with multiple domestic and international brokers, enabling automated execution and market data access across asset classes.

Interactive Brokers Sterling Broking 5Paisa Shoonya FlatTrade ICICI Direct

Broker integrations are configurable based on client requirements and regulatory eligibility.

Open Source Projects

We actively maintain and contribute to open-source tools used in trading system development and market data analysis.

TradingAPI

Unified Python library for broker integrations with Indian brokers, offering consistent APIs for execution and market data access.

Chameli

Utilities for trading calendars, holidays, date handling, options pricing, and market-related calculations.

OHLC Utils

Financial data analysis utilities for OHLC datasets, indicators, transformations, and charting.

Get in Touch

For business or technical inquiries related to trading systems, data infrastructure, or broker integrations, please reach out.

Contact Us