Bid Intelligence
Building a competitive bid analytics platform that uses historical construction bid data to analyze competitor pricing, backtest predictive models, and generate testable pre-bid estimates.
The application analyzes historical pricing behavior and evaluates prediction models using walk-forward backtesting, project-size weighting, bidder-specific modeling, and model diagnostics.
- React application development
- JavaScript and application state
- Predictive modeling
- Data analysis and debugging
- Walk-forward backtesting
- Competitor-specific modeling
- Project-size weighting
- Model diagnostics
Designing a prediction system that can learn from limited historical data while preventing future bid results from leaking into historical model tests.