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Ace Intelligence Systems
Preparing an ultra-fast, streamlined experience.
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Preparing an ultra-fast, streamlined experience.
Ace Intelligence
High-speed market execution engineered with multi-signal ensemble models and institutional-grade risk controls.
Discretionary manual trading suffers from emotional bias, delayed reaction times during high-volatility sessions, and inconsistent position sizing. TradeLikeWhale is an automated algorithmic trading engine combining quantitative indicators, LSTM neural networks, and automated risk enforcement—validated on 10,000+ historical candles with verified capital protection.
Human traders miss high-probability setups during off-hours, execute emotionally during volatility spikes, and frequently violate position risk parameters, resulting in avoidable capital drawdowns and inconsistent portfolio returns.
A systematic execution pipeline that continuously processes live market tick feeds, computes multi-factor technical and predictive signals, validates trades against strict risk rules, and dispatches orders to MetaTrader 5 in milliseconds.
Emotion-Free 24/5 Execution: Continuously scans and executes trades according to strict mathematical rules. | Hard Capital Protection: Built-in daily loss halts, dynamic ATR stop-losses, and automated drawdown circuit-breakers prevent catastrophic losses. | Walk-Forward Validated: Tested on 10,000+ candles per symbol with verified positive Sharpe ratios across FX and crypto instruments. | Real-Time Oversight: Real-time React dashboard with live equity curve tracking, exposure metrics, and instant manual override.
Walk-forward validation using 70% train / 30% test split on 10,000 historical candles per symbol. Demonstrates out-of-sample consistency and positive Sharpe ratios across multiple asset classes.
Symbol | Timeframe | Profit | Win Rate | Sharpe
USDJPY | 15min | $6,118 | 55.4% | 1.87
BTCUSD | 15min | $3,261 | 61.2% | 2.14
EURUSD | 4hr | $769 | 56.9% | 1.52
GBPUSD | 4hr | $231 | 53.8% | 1.28
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Total Backtested Strategy Profit: $77,256.74Dynamic ATR position sizing automatically scales down exposure during erratic market conditions. Daily loss halts stop trading for the remainder of the session if a configured ceiling is breached. Real-time equity curve monitoring protects capital against unexpected market regime shifts.
Configured Risk Guards:
Daily loss halt limit: $500
Max drawdown circuit-breaker: 10%
Position sizing: Volatility-adjusted (ATR)
Risk-to-reward floor: 2.0
Max concurrent positions: 5Python core execution engine integrates MetaTrader 5 live feeds. Signal layer combines ensemble voting across 5 technical indicators with TensorFlow LSTM price direction models and PPO reinforcement learning. FastAPI backend provides authenticated control endpoints, while a React dashboard displays live telemetry.
Python | MetaTrader 5 | FastAPI | React | TensorFlow | PostgreSQL | Redis | DockerThe full trading infrastructure codebase is maintained in a private repository to safeguard proprietary strategy algorithms and execution parameters. Live architecture demonstrations and walk-forward verification data are available upon request.
https://github.com/OMCHOKSI108/TradeLikeWhale (Private — Request Enterprise Access)Architected and delivered by the Ace Intelligence engineering team.
Om Choksi (CTO) — https://github.com/OMCHOKSI108
Yash Khare (Founder) — https://github.com/firefistisdead
Ansh Gajera (CEO) — https://github.com/anshgajeraWe design, engineer, and deploy production-grade software and AI systems that eliminate manual bottlenecks, reduce operating costs, and accelerate revenue.