I will do quantitative analysis, stock forecasting, trading bot, backtesting in python


About this gig
Are you looking to beat the market with data-driven strategies, real-time analysis, and automated trading bots? In the world of trading, every second matters, and manual decision-making just can't keep up.
I am a Financial Data Scientist with an MBA & BBA in Finance, combining advanced machine learning techniques with financial expertise to bring you powerful algorithmic trading solutions. Whether you want to forecast stock prices, automate trading strategies, or backtest ideas against historical data, I can help you achieve data-driven precision in your investments.
I specialize in:
- Stock Forecasting with machine learning models (ARIMA, LSTM and more)
- Algorithmic Trading strategies (Momentum, Mean Reversion, Statistical Arbitrage)
- Backtesting on 10+ years of historical data for optimized risk assessment
- Trading Bot Development with real-time execution and API integration
Imagine having a 24/7 trading assistant that executes your strategies with flawless precision, never missing a market move. With my service, you can automate your trades, minimize risks, and maximize returns while you focus on strategy and growth.
Get ready to take your trading game to the next level
Get to know Ihtisham M.
Financial Data Scientist, Generative Ai, Financial Engineer
- FromPakistan
- Member sinceNov 2024
- Avg. response time2 hours
- Last delivery1 day
Languages
English
My Portfolio
FAQ
What do you need from me to get started?
I’ll need a brief overview of your trading strategy or idea, any specific assets you're targeting, historical data if you have it, and your goals (e.g., forecasting, automation, or backtesting). If you're not sure, I'm happy to guide you.
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 you explain the code and strategy logic?
Yes. My goal is to deliver not just a working solution but one you can understand and expand on. I can also add inline documentation or schedule a walkthrough session if needed.

