RiskRadar
Coming soonA synthetic construction analytics project that forecasts project risk using leading indicators, historical trends, and threshold-based classification.
Overview
A synthetic construction analytics project that forecasts project risk using leading indicators, historical trends, and threshold-based classification.
Goals
- Surface emerging project risk early from leading indicators rather than lagging outcomes.
- Combine historical trends with threshold-based rules into a single, interpretable signal.
- Provide a defensible, explainable basis for prioritizing attention across projects.
Approach
- Engineer leading-indicator features from synthetic project telemetry.
- Train and calibrate a classification model against threshold-defined risk bands.
- Validate against historical trends and stress-test the decision thresholds.
Status
🚧 In progress. A full write-up — methodology, results, and code — is coming soon.