Real-time sentiment analysis across BTC, ETH, XRP, SOL, DOGE, BNB and AVAX — delivered via REST API and WebSocket. Sentiment-driven direction signals, paper-trade backtesting, and live P&L tracking.
Four automated layers convert raw news and market data into actionable crypto direction signals — continuously, around the clock.
GDELT news feeds, Polymarket event data, and Binance price ticks are ingested in real time and pushed into Redis Streams.
GDELT · Binance · RedisFinBERT sentiment model scores each article against BTC, ETH, XRP, SOL, DOGE, BNB and AVAX keywords, producing a signed score in (−1, +1).
FinBERT · NLP · asyncA 5-minute rolling sentiment window per asset triggers a directional signal (UP / DOWN) when average sentiment crosses ±0.15. Entry price is snapped from Binance at signal time.
TimescaleDB · Kelly sizingSignals and paper-trade outcomes are served via REST API and pushed to Telegram in real time. Outcomes are resolved after 1 hour using live Binance prices.
REST API · Telegram# Fetch latest signal for each asset GET /api/crypto/signals # Response [ { "asset": "BTC", "direction": "up", "sentiment_score": 0.342, "entry_price": 67420.50, "timestamp": "2026-03-27T09:14:00Z" }, ... ]
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Real-time signals with full historical access for active traders.
Custom SLAs, private deployment, and bespoke asset coverage.