Data for Sustainability & Productivity
Samir Saci
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Inventory Management

Implement Models to Visualization, Simulate and Optimize Inventory Management and Demand Forecasting.
Machine Learning for Retail Sales Forecasting — Features Engineering

Machine Learning for Retail Sales Forecasting — Features Engineering

Understand the impacts of additional features related to stock-out, store closing date or cannibalization on a Machine Learning model for sales forecasting
By Samir Saci Oct 21, 2021
Inventory Management for Retail — Stochastic Demand

Inventory Management for Retail — Stochastic Demand

Simulate the impact of safety stock level on inventory management performance metrics assuming a normal distribution of your demand
By Samir Saci Oct 14, 2021
Inventory Management for Retail — Deterministic Demand

Inventory Management for Retail — Deterministic Demand

Build a simple model to simulate the impact of several replenishment rules (Basic, EOQ) on the inventory costs and ordering costs
By Samir Saci Oct 5, 2021
Machine Learning for Store Delivery Scheduling

Machine Learning for Store Delivery Scheduling

Design Replenishment Strategies to Optimize Inventory and Reduce Number of Deliveries from your Warehouse
By Samir Saci Aug 24, 2020
Machine Learning for Retail Demand Forecasting

Machine Learning for Retail Demand Forecasting

Comparative study of Demand Forecasting Methods for a Retail Store (XGBoost Model vs. Rolling Mean)
By Samir Saci Aug 21, 2020

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