Alternative Data Platform
The Challenge
A quantitative fund needed differentiated data sources beyond traditional financials. They wanted to incorporate satellite imagery, social sentiment, and web traffic into investment models but lacked infrastructure to process and integrate these diverse data sources.
Our Solution
Developed a unified alternative data platform that ingests satellite data, Twitter/Reddit sentiment, Google Trends, and web scraping data. ML models process and normalize data, generating trading signals delivered in real-time.
Our Approach
Evaluated 50+ alternative data sources for signal quality and coverage
Built scalable data ingestion pipeline handling terabytes of daily data
Developed NLP models for sentiment analysis across social platforms
Created signal generation framework with backtesting integration
Implemented real-time alerting for actionable trading signals
Technology Stack
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