🧠 Neural Decision Engine
Real-time AI decision pipeline · SHAP attribution · model inference · autonomous signal generation
⚡ Inference Pipeline — end-to-end latency: 0.85ms
📡
Data Ingestion
2.4M ticks/sec · 500 instruments · 12 exchanges
0.1msLIVE
→
⚙️
Feature Engine
847 technical + 124 alternative + 38 macro features
0.2msLIVE
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🧠
Model Inference
37-model ensemble · LSTM + XGBoost + Transformer
0.3msLIVE
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🔗
Signal Fusion
SHAP-weighted ensemble · confidence calibration
0.1msLIVE
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🛡️
Risk Screen
VaR check · position limits · correlation filter
0.05msLIVE
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⚡
Execution
TWAP/VWAP/Iceberg · smart order routing
0.1msLIVE
📊 SHAP Feature Attribution (Live)
14.2%
12.8%
11.9%
9.8%
9.2%
8.7%
8.2%
7.1%
6.6%
5.8%
4.7%
1.0%
📈 Model Confidence & Accuracy (Rolling)
LSTM-Momentum
84.2%S:2.14XGBoost-Trend
81.7%S:1.98Transformer-NLP
79.4%S:1.87GRU-Volatility
76.8%S:1.72Random Forest
74.1%S:1.61LightGBM-Alt
72.3%S:1.54🎯 Live AI Signals — LSTM-Momentum auto-generated every 2s · no human review
| Symbol | Model | Direction | Confidence | Key Features | Entry | Stop Loss | Target |
|---|---|---|---|---|---|---|---|
| RELIANCE | GRU-Volatility | 🐂 LONG | 96% | EMA+Sentiment | ₹2,891 | ₹2833 | ₹3007 |
| RELIANCE | GRU-Volatility | 🐂 LONG | 97% | EMA+Sentiment | ₹2,891 | ₹2833 | ₹3007 |
| BANKNIFTY | GRU-Volatility | 🐂 LONG | 96% | Vol+Dark Pool | ₹48,230 | ₹47265 | ₹50159 |
| BTC-USD | GRU-Volatility | 🐻 SHORT | 85% | RSI+VWAP+FII | ₹67,890 | ₹66532 | ₹70606 |
| HDFCBANK | Transformer-NLP | 🐻 SHORT | 91% | RSI+VWAP+FII | ₹1,678 | ₹1644 | ₹1745 |
| NIFTY 50 | LSTM-Momentum | 🐂 LONG | 81% | Vol+Dark Pool | ₹22,450 | ₹22001 | ₹23348 |
| NIFTY 50 | LSTM-Momentum | 🐻 SHORT | 77% | EMA+Sentiment | ₹22,450 | ₹22001 | ₹23348 |
| TCS | GRU-Volatility | 🐂 LONG | 93% | EMA+Sentiment | ₹3,456 | ₹3387 | ₹3594 |