Institutional-Grade Algo Trading

Trade Smarter with
AI-Powered
Algorithms

4 battle-tested strategies. ML ensemble predictions. Real-time risk management. Fully automated options trading for NIFTY & BANKNIFTY — from signal to execution in milliseconds.

0
Strategies
0
Gate Checks
0
ML Models
Latency
niftytrader — algo_hub
0
Trading Strategies
0
Live Spokes
System Monitoring
Capital Managed

From Market Data to Execution
in 4 Steps

Our hub-and-spoke architecture processes real-time market data through multiple strategy engines, validates signals through an 11-point gate, and executes with institutional precision.

1

Data Capture

WebSocket feeds capture live index ticks, option chains, and order flow from Breeze API with sub-second latency.

2

Signal Generation

4 independent strategy spokes analyse candles in parallel — ML ensemble, SMC sweeps, trend continuation, and ORB breakouts.

3

Execution Gate

11-point quality filter checks regime, GEX, IV rank, liquidity, timing, and market conditions before allowing any trade.

4

Smart Execution

Kelly-sized orders route to Dhan/Breeze with circuit breaker, trailing exits, and real-time risk monitoring.

Four Strategies.
One Unified Edge.

Each strategy operates as an independent spoke, capturing different market inefficiencies. Together, they form a diversified alpha engine with non-correlated signal sources.

ML Ensemble Strategy

Combines LightGBM, XGBoost, and CatBoost predictions through a calibrated ensemble. Features include 150+ engineered signals from options Greeks, SMC patterns, volume profile, and institutional flow data.

LightGBM XGBoost CatBoost 150+ Features

Sweep Confirmation

Detects Smart Money Concepts — liquidity sweeps, order blocks, breaker structures. Runs through TrapClassifier to filter false breakouts and confirm institutional intent before signaling.

SMC Trap Classifier Order Blocks Liquidity Sweeps

Trend Continuation

Identifies break of structure events aligned with EMA confluence and structural trend direction. Captures continuation moves after pullbacks with dynamic target and trailing exit logic.

BOS EMA Alignment Struct Trend Trailing Exit

Opening Range Breakout

Captures first 15-minute range, then trades breakouts with dynamic targets at 1.5x range and automatic stop placement. Filters through spread and volume checks for clean entries.

ORB 15-min 1.5x Target Auto SL Spread Filter

Hub-and-Spoke
Microservices Engine

Redis-backed message bus orchestrates 9 independent spokes. Each spoke is auto-managed with heartbeats, restart recovery, and graceful shutdown — built for 24/7 production reliability.

Redis
HUB
🧠ML Strategy
📊Data Capture
Execution
🌊Sweep
🛡️Risk Monitor
📈Trend
🔍Regime
📱Telegram
🎯ORB
🔄

Auto-Recovery

Exponential backoff restarts with up to 50 retry attempts. Spokes self-heal without human intervention.

💓

Heartbeat Monitoring

5-second heartbeat with 15s timeout. Stale spokes are detected and restarted within seconds.

⚠️

Circuit Breaker

Automatic daily loss limits, drawdown protection, and hard square-off at 15:25 IST to prevent tail risk.

📡

Real-time Pub/Sub

Redis streams and pub/sub for zero-latency inter-spoke communication. All state persisted and recoverable.

Real-Time Trading
Command Center

Monitor positions, P&L, signals, risk metrics, and system health through a professional WebSocket-powered dashboard with sub-second updates.

Positions
Signals
Trades
Risk
Health
System
Day P&L
+₹2,450
+2.45% of capital
Open Positions
2
NIFTY CE, BNIFTY PE
Signals Today
7
4 ML, 2 Sweep, 1 ORB
Risk Score
LOW
Drawdown: 0.8%
Equity Curve — Intraday P&L

Everything You Need for
Professional Trading

Built by traders, for traders. Every component is production-hardened and designed for the unique challenges of Indian options markets.

🎯

11-Point Execution Gate

Every signal passes through regime check, GEX validation, IV rank filter, liquidity gate, timing window, and 6 more quality checks.

📉

GEX + Greeks Engine

Real-time Gamma Exposure calculation with IV surface, delta hedging levels, and structural support/resistance from options market maker positioning.

🌍

Macro Scanner

US futures, VIX, DXY, crude oil, global indices, and FII/DII flow data integrated into regime analysis for macro-aware positioning.

💰

Kelly Position Sizing

Optimal bet sizing using Kelly criterion with risk capital limits, maximum drawdown constraints, and per-trade risk allocation.

📲

Telegram Command Center

Real-time alerts for entries, exits, signals, and system events. Interactive commands to control the platform remotely via Telegram bot.

🔍

Trade Forensics

Post-trade analysis with chart story compilation, entry/exit replay, and pattern recognition for continuous strategy improvement.

📊

Market Regime Detection

3-layer regime analysis — IV rank, GEX positioning, and volume imbalance — adjusts strategy parameters in real-time.

⏱️

Trailing Exit Ladder

Multi-level trailing stop system that locks in profits progressively as trades move in favor, with DTE-adjusted parameters.

🛡️

Production Safety

Hard square-off at 15:25, daily loss limits, trade cooldowns, max position limits, and comprehensive error handling.

Choose Your Trading Edge

Start with paper trading, upgrade when you're ready. All plans include the full dashboard and Telegram alerts.

Starter
₹0 /mo
Paper trading with full signal visibility. Perfect for evaluation.
  • All 4 strategy signals
  • Live dashboard access
  • Paper trade execution
  • Telegram alerts
  • Trade journal & forensics
Enterprise
Custom
Dedicated infrastructure. Custom strategies. White-glove onboarding.
  • Everything in Professional
  • Custom strategy development
  • Dedicated server instance
  • Multi-account support
  • API access & webhooks
  • 1-on-1 onboarding call

Trusted by Serious Traders

From paper trading beginners to full-time professionals — NiftyTrader adapts to your trading style.

★★★★★

"The ML ensemble catches moves I would never spot manually. The execution gate stopped me from entering 3 bad trades last week alone. This is institutional-grade tech."

RK
Rahul K.
Options Trader, Mumbai
★★★★★

"I've tested multiple algo platforms. NiftyTrader's sweep strategy and GEX engine are on another level. The real-time dashboard makes monitoring effortless."

PS
Priya S.
Quantitative Analyst, Bangalore
★★★★★

"The circuit breaker saved my capital during a volatile expiry day. Telegram alerts keep me informed even when I'm away. Best investment in my trading career."

AM
Arun M.
Swing Trader, Delhi

Frequently Asked
Questions

Everything you need to know about NiftyTrader.

Which brokers does NiftyTrader support? +
NiftyTrader integrates with ICICI Direct (Breeze) for real-time data and option chain streaming, and Dhan for order execution. Paper trading mode works without any broker connection, so you can test all strategies risk-free.
What instruments are supported? +
Currently NIFTY and BANKNIFTY index options (CE and PE). The system handles weekly and monthly expiries with DTE-adjusted parameters for position sizing, stop losses, and hold duration.
How does the ML model work? +
The ML strategy uses an ensemble of LightGBM, XGBoost, and CatBoost models trained on 150+ engineered features including options Greeks, SMC patterns, volume profile, and institutional flow data. Predictions above the configured threshold (default 0.55) generate signals.
What happens during high volatility events? +
The system has multiple safety layers: the execution gate blocks trades in unfavourable regimes, the circuit breaker halts all trading if daily losses exceed the limit, and GEX-adjusted stops tighten during gamma-heavy events. All positions are squared off by 15:25 IST.
Can I customise the strategies? +
Yes. All parameters are configurable via environment variables — risk per trade, ML thresholds, cooldown periods, ORB range duration, and more. Enterprise plans include custom strategy development tailored to your trading style.

Ready to Trade with an
Unfair Advantage?

Join NiftyTrader today. Start with paper trading — zero risk, full access to all signals and strategies.