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ForecastingOptimizationAnalytics4 months
Demand Forecasting + Inventory Optimization
Forecasting that plugs into planning workflows and supports what-if scenarios.
Challenge
Stockouts and overstock were driven by manual forecasting, noisy seasonality, and limited visibility into anomalies.
Solution
Hierarchical forecasting, anomaly handling, scenario simulation, and workflow integration with planning rules and review loops.
Results
Forecasts aligned to planning hierarchies
Scenario simulation for planning teams
Dashboards for seasonality and anomaly review
Tech Stack
PythonProphetCatBoostdbtBigQueryLookerAirflow
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