Momentum Trading
Automated trading, driven by sentiment and data.
Cloud · Automated
Highlights
Mission
Turn market sentiment, research, and data into disciplined, automated trades — taking emotion out of execution.
Problem
Manual trading is slow and emotional, and no human can watch every signal at once. Sentiment and data shift faster than anyone can react.
Solution
An automated trading system that continuously analyzes market sentiment, research, and data, converts that into momentum-based strategies, and executes trades systematically — fully backtested and rule-governed.
Architecture
- Real-time market data + news/sentiment ingestion pipeline
- Sentiment & NLP engine over news and social streams
- Signal + strategy engine fusing momentum, research, and data
- Automated order execution with risk controls
- Time-series storage for backtesting and analytics
Technologies
Challenges
Extracting reliable signal from noisy sentiment data.
Executing automatically with strict, trustworthy risk controls.
Backtesting honestly against historical market data.
Results
Screenshots
Future Vision
Adaptive strategies that learn from outcomes, broader asset coverage, and shareable, backtested strategy templates.
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