Signal Intelligence Engine
A signal-first stock and cryptocurrency ranking platform that identifies momentum opportunities before they happen. Proprietary algorithms analyze thousands of assets daily, delivering institutional-grade intelligence to retail investors through an intuitive, real-time interface.
"This platform processes more data in a day than most apps see in a month. The architecture had to be ruthlessly efficient: edge-first, cache-heavy, and designed for scale. Every millisecond of latency is a missed signal. We built an intelligence engine that catches momentum before the crowd."
Retail investors consistently chase stocks after they've already moved. By the time news hits mainstream, the opportunity is gone. The challenge was building a system that could ingest massive amounts of market data, score assets using proprietary algorithms, generate AI-powered analysis, and present actionable signals in real-time, all while maintaining sub-second response times.
We engineered a distributed intelligence pipeline with 100+ Cloudflare Workers handling data ingestion, scoring computation, and AI content generation. A proprietary "Ripeness Score" algorithm combines technical momentum, social sentiment, and market structure into a single 0-100 signal. TradingView integration provides professional-grade charting, while Stripe powers the freemium subscription model.
// Proprietary scoring combines multiple signal sources
interface RipenessFactors {
technicalMomentum: number; // RSI, MACD, volume profile
socialSentiment: number; // Social mentions velocity
marketStructure: number; // Support/resistance levels
volumeAnomaly: number; // Unusual volume detection
}
function calculateRipeness(factors: RipenessFactors): number {
const weights = { tech: 0.4, social: 0.2, structure: 0.25, volume: 0.15 };
return Math.min(100, Math.round(
factors.technicalMomentum * weights.tech +
factors.socialSentiment * weights.social +
factors.marketStructure * weights.structure +
factors.volumeAnomaly * weights.volume
));
}Archive Navigation
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