Deep learning trading engine with nightly retraining, caelum-8b second-opinion validation, and copy trading leaderboard intelligence. Live on Kraken since March 18, 2026.
Every trade passes through a multi-stage pipeline. Raw market data is transformed into high-confidence signals, validated by an independent LLM, before capital is deployed.
Four independent intelligence layers working together. No single point of failure. Every signal is cross-validated before capital moves.
Deep learning models trained on historical price data for each monitored pair. Retrained nightly at 03:00 UTC with fresh candles. Regression gate blocks deployment of any model that underperforms its predecessor.
DEEP LEARNINGScans 200 traders daily across exchange leaderboards. Identifies consistent performers, analyzes their position patterns, and incorporates top-trader signals as a secondary intelligence layer.
LEADERBOARDFine-tuned 8B parameter LLM running locally on GPU. Acts as an independent second opinion on every trade signal. If the LSTM says buy but caelum-8b disagrees, the trade is held for review.
SECOND OPINIONFull model retraining pipeline runs at 03:00 UTC. Downloads fresh candles, retrains all 72 LSTM models, and deploys only if the new model passes the regression gate against the previous version.
03:00 UTCHard-coded risk limits at every level. No override. No exceptions. The system protects capital before it seeks returns.
Production-grade infrastructure with automated monitoring, self-healing watchdogs, and zero-downtime nightly retraining.