Over the past few weeks, I've developed and refined an AI-powered Python signal generator bot to automate strategy detection and enhance trade decision-making — and I’m excited to share some impressive results and takeaways.

🤖 How It Works:

The bot scans live market data and uses a combination of candlestick patterns, price action zones, and multi-timeframe (MTF) trend analysis to generate actionable trade signals. It supports strategies like:

  1. Bearish/Bullish Engulfing

    Tweezer Tops/Bottoms

    Shooting Star

    Morning Star

    Peak Rejection (Zone & Candlestick based)

    Daily High/Low Zones

  2. Once identified, signals are ranked using key metrics like:

  3. Win Rate

    Profit Factor

    PnL (Profit and Loss)

    Trade History & Breakdown

The bot then visualizes all this in a dashboard for live monitoring and rapid execution decisions.

📈 Strategy Leaderboard Highlights:

From the recent analysis:

  • Bearish Engulfing (Apex) stood out with 14 trades, 13 wins, 92.86% win rate, and a Profit Factor of 11.99, netting a total PnL of +268.78.

    The Tweezer Top strategy remains perfectly accurate so far, with a 100% win rate across multiple trades.

    Peak Rejection (Shooting Star) showed a decent 62.5% win rate and solid returns at +58.55 PnL.

These results help me filter and double down on what works — and cut underperforming strategies fast.

🔄 Live Bot in Action:

The bot is currently running real-time trades with auto-evaluation of MTF trend alignment and risk management via SL/TP. Here’s what it handles:

  • Leverage-specific entries per signal

    Trailing stop loss (TSL) handling and breakeven exits

    Live position tracking with PnL and TP hit logs

Today’s top trade? A SHORT on MILKUSDT using Peak Rejection (Tweezer Top) with a whopping +45.36% PnL. ✅

🧠 Why Use This Bot?

  • ✅ Cuts emotional bias from trading

    ✅ Fast strategy iteration with real data feedback

    ✅ Easy integration with Binance API

    ✅ Helps focus only on high-probability setups

🛠️ Built With:

  • Python (Pandas, NumPy, TA-Lib, Plotly)

    Binance API (for live price & execution)

    Custom Signal Ranking & AI-generated Strategy Reports

    #PythonTrading #cryptosignals #BinanceTrading #BitcoinTreasuryWatch #BTCReserveStrategy

    @IRONMAIND @MITU NEEL @BLACKEAGLE_BESIKTAS @properlogic

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