v2.5
March 2026
Latest
New Features
- Live US Stock Prices — real-time price ticker for major US equities during market hours.
- Enhanced Portfolio Management — track multiple portfolios with performance attribution and risk metrics.
- API documentation page with interactive endpoint reference and code examples.
- FAQ, Changelog, and Careers pages added to the platform.
Improvements
- Dashboard load time reduced by 40% through lazy loading and data caching.
- Mobile navigation experience refined with smoother transitions.
- Prediction cards now display model type and feature count.
v2.4
February 2026
New Features
- Breakout Analysis — automated detection of breakout patterns across all tracked assets.
- FOMC Impact Reports — AI-generated analysis of Federal Reserve policy impact on portfolios.
- Comprehensive Market Reports — daily multi-section reports covering all major market segments.
- Enhanced Market Intelligence reports with sentiment analysis and macro indicators.
Improvements
- Report generation pipeline now produces PDF-ready HTML output.
- Prediction confidence visualization improved with gradient color coding.
v2.3
January 2026
New Features
- Multi-model Ensemble — predictions now combine XGBoost, LightGBM, LSTM, and transformer models.
- Feature Engineering Dashboard — visualize 127+ engineered features with importance rankings.
- Expectation Analysis — compare model expectations against actual market outcomes.
Improvements
- Model training pipeline migrated to MLflow for experiment tracking and reproducibility.
- Feature engineering pipeline optimized, reducing computation time by 60%.
- Prediction page redesigned with sortable and filterable table views.
v2.2
December 2025
New Features
- Real-time Crypto Prices — live WebSocket-powered price feeds for top cryptocurrencies.
- Premium Subscription Tiers — introduced Starter, Pro Trader, and Institutional plans.
- User authentication system with secure login, signup, and account management.
- Pricing page with plan comparison and subscription flow.
Fixes
- Fixed chart rendering issues on Safari and Firefox browsers.
- Resolved timezone inconsistencies in prediction timestamps.
v2.1
November 2025
New Features
- Model Training Pipeline — automated end-to-end training with hyperparameter tuning.
- Stock Data Download — bulk historical data download for research and backtesting.
- Model Training page showing live pipeline status and training logs.
- Historical Performance page with backtesting results and equity curves.
Improvements
- Dashboard redesigned with modular card-based layout.
- Added dark/light theme toggle support (dark theme default).
v2.0
October 2025
Complete Platform Rebuild
- Full platform redesign with modern dark theme and responsive layout.
- New prediction engine with gradient-boosted decision tree models.
- Interactive dashboard with real-time data visualization and charting.
- Methodology page documenting the ML pipeline and research approach.
- About page introducing the team and company mission.
- Contact page with support form and social media links.
- Complete navigation overhaul with 13+ page structure.