AI Quantitative Intelligence
for Modern Markets.
Production reinforcement learning, deep learning, and rule-based execution across equities, derivatives, FX, and crypto. Built for institutional risk, deployed with quantitative discipline.
Production Systems
Built for institutional execution.
Reinforcement Learning
PPO agents on custom market environments. Continuous online evaluation, drift detection, and policy rotation.
Deep Sequence Models
xLSTM and transformer encoders for multi-timeframe market state representation, distilled into latent features.
Risk Engine
Position sizing via Kelly fractions, regime-aware exposure caps, and live drawdown circuit breakers.
Execution Infrastructure
Sub-100ms order routing through Upstox, Delta Exchange, and broker-neutral APIs.
Backtesting
Walk-forward optimization with Optuna, Monte Carlo robustness testing, and out-of-sample validation gates.
Real-time Telemetry
WebSocket-driven dashboards, structured logging, alert pipelines, and full audit trails.
Talk to the team.
Institutional partnerships, capital allocation, and platform access — start a conversation.
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