Supply Chain Sustainability Reporting with Python
Sustainability
Supply Chain Sustainability Reporting
4 steps to build an ESG reporting focusing on CO2 emissions of your Distribution Network
Supply Chain Science Youtube Channel
CONTINUOUS IMPROVEMENT
Youtube Channel
Short explainer videos about Warehousing, Transportation and Supply Chain Optimization.
NFT Collection using Generative Art with Python
BLOCKCHAIN
Create your $100m NFT Collection
Understand the hype around crypto collectibles by creating your own collection of NFTs
Design Robust Supply Chain Networks with Python
NETWORK OPTIMIZATION
Design Robust Supply Chain Networks
Design Networks considering the demand fluctuation using Monte Carlo Simulation
Transportation Network Analysis with Graph Theory with Python
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 with Python
OPERATIONAL MANAGEMENT
Automate Budget Planning
Allocate your budget to maximize the ROI and follow the management guidelines
Retail Product Segmention using ABC Analysis with Python Streamlit
Web Application
Automate ABC Classification & Segmentation
Application helping Supply Chain Engineers to automate ABC Analysis and product segmentation
Improve Productivity with Batch Picking with Python Streamlit
Web Application
Improve Productivity with Batch Picking
Application helping Process Engineers to design batch picking strategies
Features Engineering with Machine Learning for Retail Sales Forecasting with Python
Demand Forecasting
Features Engineering for Forecasting
Impact of additional business features on the accuracy of a Machine Learning model
Inventory Management with a Periodic Review Policy using Python
Inventory Management
Inventory with a Periodic Review
Reduce the replenishment frequency using inventory management rules based on periodic reviews
Inventory Management with a Stochastic Demand using Python
Inventory Management
Inventory with a Stochastic Demand
Simulate the impact of the safety stock level on the service level
Inventory Management with Deterministic Demand using Python
Inventory Management
Inventory with a Deterministic Demand
Simulate the impact of replenishment rules on the service level assuming a constant demand
Product Segmentation for Retail using Python
Inventory Management
Product Segmentation for Retail
Implement a statistical approach to segment your products based on the demand variability
Procurement Management using Non-Linear Programming with Python
Procurement Management
Procurement with Non-Linear Programming
Use Non-Linear Programming to find the optimal ordering policy that minimizes costs
Supply Planning using Linear Programming with Python
Supply Planning
Supply Planning with Linear Programming
Allocate your inventory in the right DC to meet customers' demand and reduce costs
Supply Chain Optimization using Linear Programming with Python
Network Optimization
Supply Chain Network Optimization
Find the right locations of your manufacturing facilities to meet the demand and reduce costs
Supply Chain Processing Design using the Queueing Theory with Python
Continuous Improvement
Process Design using the Queuing Theory
Apply the Little's Law to design a parcel packing process for an E-Commerce fulfilment centre
Statistical Sampling for Continuous Improvement with Python
Continuous Improvement
Data Sampling for Process Analysis
Estimate the productivity of a Customer Service using statistical sampling tools
Central Limit Theorem for Process Analysis with Python
Continuous Improvement
Central Limit Theorem for Process Analysis
Estimate the process workload assuming a normal distribution of logistics parameters
Lean Six Sigma using Chi Squared Test with Python
Continuous Improvement
Lean Six Sigma β€” Drivers Shortage
Use a Chi-Squared Test to explain a shortage of drivers impacting your transportation network
Lean Six Sigma using Logistic Regression with Python
Continuous Improvement
Lean Six Sigma β€” Productivity Bonus
Use a Logistic Regression to estimate the bonus needed to reach 75% of your productivity target
Lean Six Sigma using Kruskal Wallis Test with Python
Continuous Improvement
Lean Six Sigma - Operators' Training Plan
Use Kruskal Wallis Test evaluating the impact of training on warehouse operators’ productivity.
Raw Materials Optimization  using Linear Programming with Python
Manufacturing
Raw Materials Optimization for Manufacturing
Use Linear Programming to create an recipe for cheap and nutritive meal bars
Optimize E-Commerce Last-Mile Delivery using Linear Programming with Python
Transportation
Optimize E-Commerce Last-Mile Delivery
Organize routes to deliver parcels with a minimum number of drivers
Optimize Containers Pallet Loading using Python
Transportation
Optimize Containers Pallet Loading
Use heuristic algorithms to load a maximum number of pallets in a sea container
Road Transportation Visualization using Python
Transportation
Road Transportation Visualization
Visualization of your FTL transportation: deliveries/route, cost per ton and trucks size
Telegram Bot for Shipment Tracking using Python
Transportation
Telegram Bot for Shipment Tracking
Design a Bot to interract with drivers, track shipments and get visibility of delivery lead times
Build your Routing Distance API with Python
Transportation
Build your Road Distance Matrix API
Deploy on the cloud your own API to automatically retrieve road distances between two locations
Luxury Goods Co-Packing Scheduling using Linear Programming with Python
WAREHOUSING
Optimize Luxury Goods Co-Packing
Optimization of Value Added Services of Luxury Products (Anti-theft Tag, Labelling, Re-Packing)
Reinforcement Learning for AGV Routing
Warehousing
Reinforcement Learning for AGV Routing
Increase Picking Productivity using Reinforcement Learning for Automated Guided Vehicles Routing
Patero Principle for Layout Optimization using Python
Warehousing
Pareto Principle for Layout Optimization
Use the 80/20 rule to optimize your Warehouse Layout, reduce space and improve the productivity
Workforce Planning using Linear Programming with Python
Warehousing
Optimal Workforce Planning
Calculating the optimial number of temporary workers to hire based on forecasts of workload
Improve Warehouse Picking Productivity using Batch Picking with Python
Warehousing
Picking Productivity: Wave Picking
Simulate the impacts of increasing the number of orders/wave on the picking productivity
Improve Warehouse Productivity using Spatial Clustering with Python
Warehousing
Picking Productivity: Spatial Clustering
Simulate the impacts of grouping orders by clusters of picking locations on the picking productivity
Improve Warehouse Picking Productivity using Pathfinding with Python
Warehousing
Picking Productivity: Pathfinding
Simulate the impact of pathfinding algorithms for the picking route on the overall productivity
SAP Automation using SAP GUI Scripting with Visual Basic
Automation
GUI Scripting for SAP Automation
Introduction of the SAP GUI scripting tool to automate tasks on SAP with Visual Basic
Automate SAP Product Listing with SAP GUI Scripting with Visual Basic
Automation
Automation of Product Listing with SAP
Automate Item Listing with SAP using a Visual Basic Script in Excel
Automate SAP PO Creation with SAP GUI Scripting using Visual Basic
Automation
Automation of PO Creation with SAP
Automate Purchase Order Creation with SAP using a Visual Basic script in Excel
Excel Automation with Python
Automation
Excel Automation with Python
Design an Excel Automation Tools for Sales Analytics ready to be used by your colleagues
Maximize Business Profitability using Linear Programming with Python
Automation
Maximize Business Profitability
Help your local bakery to improve its profitability by selecting the right items to sell
Accounting Automation with Python
Automation
Accounting Automation with Python
Automate repetitive tasks for financial audits of warehousing operations
Deploy Logistics Operational Dashboards using Python Datapane
Visualization
Logistics Operational Dashboards
Deploy reporting solutions for warehouse operations without expensive cloud architecture
Vaccination Centers
Web Application
Vaccination Centers Availability in Paris
Visualize available slots for vaccination in Paris (vaccine type, booking info)
e-com matrix chart
Visualization
Luxury Brands E-Commerce Sales Matrix
Smart visuals using matrix charst of cosmetics sales with color coding to understand customer behavior
Market Sankey of cosmetics online sales
Visualization
Cosmetics Product Sales Sankey Chart
Analyze cosmetics sales using a responsive Sankey Chart by sales channel, brand or category
Violin Plot for Sales Analysis
Visualization
Violin Plot Chart for Pareto Analysis
Pareto analysis of sales by item using violin plot and color mapping
Hexgrid Map to get Post Offices in France
Visualization
Post Offices in France
France map divided in hexagons to measure the density of Post Offices per zone