I will build trading bot and backtest your trading strategies in python


About this gig
Looking for a robust trading bot or need to backtest strategy models before risking live capital? Let's turn your rules into a high-performance execution engine.
Manual trading is slow, exhausting, and ruined by emotion. Without rigorous historical validation, even excellent strategies fail. As an expert in algorithmic trading, I build production-ready, custom systems tailored to your unique quantitative logic. Whether you need a high-frequency crypto trading bot or a systematic stock trading script, I focus on speed, execution precision, and capital security.
Services I Provide:
- Rigorous Strategy Backtesting: Historical data analysis using Backtrader or Pandas to calculate win rates, Max Drawdown, and Profit Factor.
- Custom Automated Trading Bot: High-speed scripts using WebSockets and REST APIs for instant order execution.
- Risk Management Matrices: Hardcoded trailing stops, take-profits, dynamic position sizing, and multi-tier error handling.
Supported Tech & Integrations:
- Languages & Libraries: Python, Pandas, NumPy, Asyncio, TA-Lib.
- Exchanges & Brokers: Binance, Bybit, Alpaca, Interactive Brokers, MetaTrader API.
Get to know Ihtisham M.
Financial Data Scientist, Generative Ai, Financial Engineer
- FromPakistan
- Member sinceNov 2024
- Avg. response time1 hour
- Last delivery1 month
Languages
English
My Portfolio
FAQ
What brokers or exchanges can you integrate with?
I natively integrate Python bots with major cryptocurrency exchanges (Binance, Bybit, Coinbase) as well as traditional stock/forex brokers supporting REST and WebSocket APIs (Alpaca, Interactive Brokers, Tradovate).
Can you develop a trading bot that works with live market data?
Yes. I can build bots that integrate with broker APIs like Alpaca, Binance, Interactive Brokers, etc., depending on your needs. Let me know your preferred platform, and I’ll tailor the solution accordingly.
Do you provide backtesting for custom strategies?
Absolutely. I can implement your trading logic and run it against historical data to evaluate its performance using industry-standard metrics like Sharpe Ratio, Drawdown, CAGR, etc.
Can you help with stock price prediction using machine learning?
Yes, I offer stock forecasting using statistical models or machine learning algorithms (like ARIMA, LSTM, XGBoost, etc.). I can also explain model choices and provide visual insights.
Will I get the source code?
Yes, absolutely. Upon final delivery, you receive 100% ownership of the clean, well-commented Python source files alongside a comprehensive deployment guide.

