I will do stock fundamental data historical screening, backtest

M
memphiselizabet
M
memphiselizabet
Eliza

About this gig

The Process of Backtesting


  • Clearly outline the rules and conditions of your trading strategy. This includes entry and exit points, position sizing, stop-loss levels, and any other relevant criteria.


  • Obtain historical market data that covers various market conditions, including bull, bear, and sideways markets. The data should be accurate and comprehensive to ensure reliable results.


  • Apply your strategy to the historical data using backtesting software or programming tools. The software will simulate trades based on your strategys rules and generate performance metrics.


  • Review the performance metrics generated by the backtest. Focus on key metrics such as total return, win rate, drawdown, and risk-adjusted return. Analyze the strategys performance across different market conditions to identify any potential weaknesses.


  • Based on the backtesting results, make adjustments to your strategy to improve its performance. This may involve tweaking parameters, adding filters, or combining multiple strategies. Re-run the backtest to evaluate the impact of these changes.


Get to know Eliza

Eliza

Finance Developer

  • FromUnited Kingdom
  • Member sinceSep 2026
  • Languages

    English
A senior engineer with 6+ years' experience bridging legacy data with production GenAI and RAG solutions. Combining a degree in engineering with quant finance and LLM expertise, converts complex data—from PepsiCo insights to hedge fund algorithms—into AI systems. With real-world, problem-solving experience, Provides the strategic oversight required to move organizations from AI experimentation to disciplined, high-ROI implementation.