A pragmatic stack chosen for reliability, observability, and clean separation between signal, risk, and execution.
Async API serving portfolios, engines, and trade history with low-latency endpoints.
Unified interface to Binance, Bybit and other major venues for market data and execution.
Feature pipelines + classifiers ranking candidate setups by expected edge and confidence.
Independent jobs run each engine on its own cycle (2H / 6H / 12H) with isolated risk budgets.
Append-only ledger of every trade, equity snapshot, and investor balance for full transparency.
Modern dark UI with live updating numbers, mobile-first responsive layout.