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Development of a High-Velocity Systematic Trading Platform

syberry.com

Financial services

Challenge

The client faced the challenge of balancing evolving software requirements with the need for rapid release cycles in a novel market. Developing a platform with no readily available alternatives demanded flexibility and agility in the development process and technology stack. Maintaining a tight release schedule while accommodating changing requirements was a significant hurdle.

About the Client

A newly founded broker company focused on business automation and leveraging cutting-edge technological solutions for systematic trading.

Objectives

Develop a robust and scalable platform for research and execution of systematic trading strategies.
Enable portfolio managers and risk officers to make data-driven investment decisions.
Accelerate workflow efficiency for portfolio management and risk management teams.
Provide a secure and flexible environment for strategy development, testing, and deployment.
Establish a high-velocity development process to quickly respond to market changes.

Functional Requirements

Real-time market data streaming with news and information integration.
Algorithmic risk allocation based on data analysis.
Real-time news and alert notifications with customizable triggers.
Risk dashboard displaying key indicators and alerting risk officers to potential risks.
Secure sandbox environment for strategy development, testing, and backtesting.
Portfolio management tools for strategy deployment and monitoring.

Preferred Technologies

Kotlin

Groovy

Python

Micronaut

Material UI

React

Jest

Recharts

AWS

Terraform

Terraspace

Docker

Gradle

VS Code

Git

GitHub Actions

Pandas/NumPy

SQLAlchemy

Dagster

boto3

Jupyter

Pytest

Playwright

Integrations Required

News and information-based tools company (for market data streaming)

Non-Functional Requirements

High availability
Scalability to handle increasing data volumes and user traffic
Security with zero-trust principles
Performance for real-time data processing and execution
Maintainability and extensibility

Business Impact

The platform is expected to significantly improve the efficiency of portfolio management and risk management teams, enabling faster and more informed decision-making. The unique features and high-velocity development process will position the client as an innovator in the financial services industry, potentially leading to increased market share and profitability. The sandbox environment will facilitate continuous innovation and allow for rapid iteration on trading strategies.