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.
Implement inventory management rules based on a periodic review policy to reduce the number of stores replenishments.
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.
Use graph theory to optimize the road transportation network of a retail company
Select the projects that maximize the return on investment, follow the management guidelines while respecting budget constraints
4 steps to build an ESG reporting focusing on CO2 emissions of your Distribution Network
Perform a Chi-Squared Test to explain a shortage of drivers impacting your transportation network
Understand the impacts of additional features related to stock-out, store closing date or cannibalization on a Machine Learning model for sales forecasting
Simulate the impact of safety stock level on inventory management performance metrics assuming a normal distribution of your demand
Build a simple model to simulate the impact of several replenishment rules (Basic, EOQ) on the inventory costs and ordering costs
Use sample data to estimate the average lead time to process customer orders in the customer service of an elevator parts supplier.
Apply several principles of the Queueing Theory with Python to design a parcel packing process for an e-commerce fulfilment centre
A statistical methodology to segment your products based on turnover and demand variability
Use non-linear programming to find the optimal ordering policy that minimizes capital, transportation and storage costs
Replace Minitab with Python to perform a Logistic Regression to estimate the minimum bonus needed to reach 75% of a productivity target
Estimate the workload for returns management assuming a normal distribution of the number of items per carton received from your stores.
Where do you need to allocate your stock to meet customers demand and reduce your transportation costs?
How to replace Minitab with Python to perform Kruskal Wallis Test evaluating the impact of training on warehouse operators’ productivity
Increase Warehouse Productivity by using Reinforcement Learning for Automated Guided Vehicles Routing
Use linear programming to create an optimal recipe for a cheap meal bar that meets specific nutritional requirements
Find the optimal locations of your manufacturing facilities to meet your customers’ demand and reduce production costs
Organize your routes to deliver parcels with a minimum number of drivers using optimization models with python
Design interactive D3.js visualizations for E-Commerce Sales Analytics and Support Business Decisions
Use linear programming to help your local bakery to improve its business profitability by selecting the right items to sell
Build Solutions to Automate Repetitive Tasks for Financial Audits and Share them with Your Finance Colleagues to Improve their Productivity
How the 80/20 rule implemented using python can optimize your layout, reduce space utilization and improve the picking productivity
How can we use heuristic algorithms to find the right strategy to load a maximum number of pallets in a sea container?
Design of Excel Automation Tools for Sales Analytics ready to be used by your colleagues without any prior knowledge of Python
Use Linear Programming to Increase your Production Capacity for the Final Assembly of Luxury Products
What is the minimum number of temporary workers you need to hire to absorb your weekly workload while ensuring employees retention?
Generate emails backup in HTML format that can be read without Outlook Account
Create a free Distance Matrix API using Flask with a Selenium Bot deployed on Heroku
Design a Telegram Bot that will interact with truck drivers to track your shipments and provide real-time visibility of your transportation performance
Build Visualizations of your FTL Network Performance: deliveries/route, cost per ton and trucks size
Design Replenishment Strategies to Optimize Inventory and Reduce Number of Deliveries from your Warehouse
Comparative study of Demand Forecasting Methods for a Retail Store (XGBoost Model vs. Rolling Mean)
Implement Pathfinding Algorithm based on Travelling Salesman Problem Designed with Google AI Operation Research Libraries
Improve Warehouse Picking Productivity by Grouping Orders in Batches using Picking Location Spatial Clusters
Design a simulation model to estimate the impact of several Single Picker Routing Problem strategies in your Picking Productivity
Automate Product Listing in SAP with SAP GUI Scripting Tool using Visual Basic
Automate Purchase Order Creation in SAP with SAP GUI Scripting Tool using Visual Basic
Design RPA solutions using Visual Basic scripts built with SAP GUI Scripting Tool