LSTM neural networks generate signals across 72 crypto pairs.
A fine-tuned 8B parameter AI validates every entry.
Adaptive risk management protects capital 24/7.
The engine never sleeps.
Every number computed from live exchange data. No estimates. No projections. Raw verified state.
| Pair | Side | Entry | Stop Loss | Confidence | Val Accuracy | Status |
|---|---|---|---|---|---|---|
|
LINK/EUR
Chainlink
|
LONG | €8.076 | €7.672 |
80.4%
|
70.8% | ● OPEN |
|
ADA/EUR
Cardano
|
LONG | €0.2393 | €0.2270 |
79.0%
|
70.4% | ● OPEN |
|
LTC/EUR
Litecoin
|
LONG | €49.09 | €46.64 |
77.1%
|
67.2% | ● OPEN |
Every trade passes through a multi-stage pipeline. LSTM generates the signal. A fine-tuned AI validates it. Risk management gates the entry. The engine executes.
6 months of 1H OHLCV candles across 72 pairs. Downloaded daily, appended, and validated for continuity.
16 technical features extracted per candle: returns, volatility, RSI, Bollinger position, MACD, volume ratios, ATR, moving averages, candle patterns.
48-bar sequence lookback, 6-bar forward prediction. 128 hidden units, 2 layers, dropout 0.3. Signals above 65% confidence pass through.
caelum-8b — a fine-tuned 8B parameter model running locally on GPU — reviews every signal. Disagreements block entry. No exceptions.
Kraken API execution with pre-set stop losses. Position sizing at 2% of capital. Max 3 concurrent positions. 72h max hold time.
Each pair gets its own LSTM neural network. Models train on 6 months of hourly data with 50 epochs and early stopping. Cross-validated accuracy shown below.
The engine is designed to survive, not just profit. Multiple independent circuit breakers ensure no single trade, no single day, and no single failure can compromise the portfolio.
| Trigger | Threshold | Action | Recovery |
|---|---|---|---|
| 24h Drawdown | -€30 | Halt all trading | Next calendar day |
| Daily Trade Limit | 3 trades | Block new entries | 24h rolling window |
| Position Limit | 3 concurrent | Queue signals | On position close |
| Sacred Floor | €250 | Emergency halt | Manual restart only |
| AI Veto | Disagree | Block entry | Next signal cycle |
Signals above the 60% confidence threshold from the most recent engine cycle. Only signals that also pass AI validation proceed to execution.
The entire stack runs locally on dedicated hardware. No cloud dependencies for trading execution. GPU-accelerated inference. Sub-second order routing.