Data for Sustainability & Productivity

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Samir Saci

Samir Saci

Supply Chain Process Optimization Using Linear Programming

Supply Chain Process Optimization Using Linear Programming

Understand how linear programming can be the most powerful tool for a supply chain continuous improvement engineer Article originally published on Medium. Objective Understand the analogies between supply chain optimization problems and the framework of linear programming Introduction A supply chain is a goal-oriented network of processes and stock points

Logistic Performance Management Using Data Analytics

Logistic Performance Management Using Data Analytics

Implement operational indicators to monitor and improve the performance of international distribution networks

Robust Supply Chain Networks with Monte Carlo Simulation

Robust Supply Chain Networks with Monte Carlo Simulation

Do you consider the fluctuation of your demand when you design a Supply Chain Network? In this article, we will build a simple methodology to design a Robust Supply Chain Network using Monte Carlo simulation with Python.

Inventory Management for Retail — Periodic Review Policy

Inventory Management for Retail — Periodic Review Policy

Implement inventory management rules based on a periodic review policy to reduce the number of stores replenishments.

Deploy Logistics Operational Dashboards using DataPane

Deploy Logistics Operational Dashboards using DataPane

Deploy Reporting Solutions using DataPane to Support Warehousing Logistics Operations for E-Commerce. In this article, we will design a simple architecture to deploy an interactive dashboard for Warehousing Operations using the Python Library DataPane.

Transportation Network Analysis with Graph Theory

Transportation Network Analysis with Graph Theory

Use graph theory to optimize the road transportation network of a retail company

Automate Budget Planning Using Linear Programming

Automate Budget Planning Using Linear Programming

Select the projects that maximize the return on investment, follow the management guidelines while respecting budget constraints

Supply Chain Sustainability Reporting with Python

Supply Chain Sustainability Reporting with Python

4 steps to build an ESG reporting focusing on CO2 emissions of your Distribution Network

Lean Six Sigma with Python — Chi-Squared Test

Lean Six Sigma with Python — Chi-Squared Test

Perform a Chi-Squared Test to explain a shortage of drivers impacting your transportation network

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