Project Detail

Cost Prediction Model Refinement (Novartis)

Rewrote and refined internal cost-prediction models to improve robustness, interpretability, and business alignment.

Problem

Legacy internal models needed improved stability and clearer linkage to business performance metrics.

Approach

Refactored model logic, improved feature handling and validation, and aligned evaluation metrics with stakeholder goals.

Results

Delivered more reliable and interpretable model outputs for operational planning.