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Development of Enhanced Trading Journal Platform with Advanced Analytics

railsware.com

Financial services

Information technology

Education

Current Platform Limitations

Existing trading journal platform suffers from instability, poor user experience, missing critical functionality, and inadequate test coverage following previous development attempts. Requires comprehensive technical refactoring and UX redesign to achieve market viability.

About the Client

Trading journal platform provider helping traders improve performance through data analytics and educational content

Platform Revitalization Goals

Refactor legacy codebase to improve stability and maintainability
Implement comprehensive test coverage for critical components
Redesign UI/UX for improved trader usability
Add essential trading analytics features
Establish scalable infrastructure for future growth

Core System Capabilities

Broker API and CSV integration for trade data synchronization
Customizable trade tagging and categorization system
Advanced trading performance analytics dashboard
Automated trading pattern recognition and feedback
Educational content delivery system

Technology Stack

Ruby on Rails

React

PostgreSQL

AWS

BigQuery

Material UI

Webpack

Third-party Integrations

Google Authentication
Stripe Payments
Mailtrap
Interactive Brokers API
Robinhood API
New Relic Monitoring

System Requirements

High availability architecture (99.9% uptime)
Scalable data processing for large trade volumes
Secure financial data handling (GDPR/CCPA compliant)
Comprehensive test coverage (>85% unit tests)
Optimized front-end performance (<2s load time)

Expected Business Outcomes

Stabilized platform with improved user retention through enhanced UX and analytics capabilities. Enables data-driven trading improvements for users while supporting rapid feature iteration based on user feedback. Establishes foundation for growth to 100,000+ active users with planned feature expansions.