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English
$
USD
I will backtest and optimize your trading strategy with python
Genius AI StartUp Enthusiast
Hey there,
writing codes is what i do basically, with substantial experience in Backend Frontend development technologies, Cloud architecture (predominantly AWS), CI/CD and Database administrat...
Level 2
Has met high performance criteria and has a proven track record for meeting client expectations.
About this Gig
Most traders do not blow accounts because they are lazy, they blow up because emotions are involved. A few wins can feel like an edge and a few losses like bad luck, so they tweak strategy, add another indicator, change timeframe, and repeat, without knowing if the strategy actually works.
I backtest and optimize trading strategies in python using real historical data so you can see what the data says before risking your capital.
- Does your strategy actually have a statistical edge?
- What is the win rate, profit factor, expectancy, max drawdown, Sharpe, trade stats
- Which parameters really matter?
- Does it stand the test of time?
- How does it perform over a number of years?
- How does it perform in different market regimen or conditions?
- Should I trade it, fix it, or throw it away?
- Is it profitable in the long run?
Let your data provide you answers.
I specialize in backtesting stocks, crypto, forex strategies, I extract data from APIs, code your rules exactly, run comprehensive statistics and visualisation, suggest improvements and apply ML models for deeper analysis
Platform:
TradingView
•
Prop firm
•
MT5
My Portfolio
FAQ
What do you need from me to get started?
Your exact strategy rules (entry, exit, stop loss, take profit, position sizing), market, timeframe, and any existing code, Pine Script, or EA. If you only have a rough idea, that’s fine — I can help structure it.
Do you provide financial advice?
No. I provide backtesting, data analysis, and strategy research. You make the final trading decisions
What if the strategy has no edge?
That’s the point. It’s better to find out in a backtest than in the live market. You’ll get a clear report showing why it failed and, on Standard or Premium, suggestions for improvement
Can you work from Pine Script, MT4/MT5, or a rough idea?
Yes. I can translate your rules from Pine Script, MT4/MT5 EAs, or even a plain-English description into Python and test them properly.
What markets do you cover?
Stocks, crypto, forex, indices, and commodities. If you have historical data or an API, I can work with it
How do you ensure realistic backtesting?
I include fees, slippage, and realistic execution assumptions where possible. I also avoid look-ahead bias and overfitting. The goal is to show you what would have happened in real trading conditions
Do you provide the Python code?
Yes, the backtest code is included in all packages. You can keep it and reuse it.
Do you offer live signal integration
Yes. I can integrate the backtested strategy into a live signal system (e.g., Telegram alerts, webhook, or API).
Do you guarantee profits?
No. No one can guarantee future profits. I guarantee an honest, data-driven backtest that shows you the statistical edge of your strategy.
