AI Quantitative Command Center
Real-time multi-table feature fusion (Klines, Funding Rates, Open Interest, Order Book Imbalance, Liquidations) powering low-latency streaming inference and online learning.
Calibrated 55%-65% progressive target range without overfitting.
Streaming incremental updates persisted to host disk volume.
Polls Binance spot & futures every 60s for 15 crypto pairs.
Autonomous drift detection dynamically adapting to market regime shifts.
Live Prediction Matrix (Real-Time Signals)
Live multi-table inference syncing...
Connecting to AI Inference Engine...
Online Streaming Learner Telemetry
Continuous LoopThe worker ingests incoming multi-table data every 5 minutes, updates ensemble decision weights incrementally without catastrophic forgetting, and detects concept drifts with ADWIN.
6-Table Feature Telemetry
Every inference vector synthesizes metrics across all 6 PostgreSQL database tables:
- Klines: OHLCV, EMA(9,21), RSI, ATR, BB
- Funding Rate: 8h perpetual basis skew
- Open Interest: Contract units & USD delta
- Long/Short Ratio: Top trader sentiment
- Order Book: Depth imbalance & bid/ask spread
- Liquidations: Forced margin cascade volume