QuoteSystemX builds autonomous algorithmic trading systems powered by reinforcement learning, lock-free concurrency, and real-time market data. No humans in the loop — just deterministic, race-condition-free Go.
Go 1.23+, lock-free concurrency, k3s orchestration, and ClickHouse analytics. Every component is designed for zero-copy throughput and sub-millisecond decisions.
A distributed, fault-tolerant ecosystem of services working in concert.
Core trading engine. Collects real-time quotes via WebSocket, calculates technical indicators (RSI, MACD, Bollinger, ATR), runs RL models, and executes trades using Kelly Criterion sizing.
Analytics and optimization layer. Genetic algorithm optimization, A/B testing of strategies, Meta Learning and Transfer Learning for continuous model improvement.
Neural network price prediction service. Model versioning, ClickHouse storage, REST and WebSocket APIs. Built on the Gorgonia library for Go-native deep learning.
Full-featured, mathematically accurate emulator of the StonFi DEX on TON blockchain. Safe strategy validation without mainnet risk. Used by all researchers.
Every trading decision has financial consequence. We write deterministic, race-condition-free Go — always with -race, always with regression tests.