I'm Samir, a Senior Supply Chain Engineer based in Paris. I am passionate about using Data Science and Python programming to optimize Supply Chain Operations.
Personal Blog to find articles regarding Data Science for Warehousing 📦, Transportation 🚚 and Demand Forecasting 📈.
Youtube Channel to find short animated videos to learn more about Logistics Operations and Supply Chain Process Optimization.
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60+ case studies with source code, dummy data and mathematical concepts here 👉 Supply Chain Analytics Cheat Sheet
15+ tools and examples of analytics tools to boost your productivity 👉 Productivity Cheat Sheet
- Sustainable Supply Chain Network Optimization 🌲: (Try it!) (Video Tutorial)
- Automate ABC Analysis & Product Segmentation 📈: (Try it!)
- Production Planning Optimization 🏭: (Try it!)
- Improve Warehouse Productivity using Order Batching 📦: (Github Repository)
- The Supply Chain Analyst GPT to Automate ABC Analysis & Pareto Chart: (Custom GPT)
- The Supply Chain Analytics Scholar GPT - a smart agent connected to a knowledge database of 60+ articles: (Custom GPT)
- The Data Productivity Guru: (Custom GPT)
Supply Chain Sustainability 🌲
- How Will Data Science Accelerate the Circular Economy?: (Article)
- What are the Sustainable Development Goals? (SDGs): (Article)
- What is ESG Reporting?: (Article)
- What Greenwashing Is, and How We Can Use Analytics to Detect It: (Article)
- Create a Sustainable Supply Chain Optimization Web App: (Article) (Video Tutorial)
- Leveraging Data Analytics for Sustainable Business Transformation: (Article)
- How Sustainable is Your Circular Economy?: (Article)
- Green Inventory Management - Case Study: (Article)
- What is Sustainable Sourcing?: (Article)
- What is a Life Cycle Assessment? LCA: (Article)
- What is a Circular Economy?: (Article)
- Data Analytics for Supply Chain Sustainability: (Article)
- Sustainable Logistics - Reduce Warehouse Consumables: (Article) - (Video Tutorial)
- Supply Chain Sustainability Reporting with Python: (Article) - (Github Repository) - (Video Tutorial)
- Leveraging LLMs with LangChain for Supply Chain Analytics — A Control Tower Powered by GPT: (Article)
- Create GPTs to Automate Supply Chain Analytics: (Article) - (Video Tutorial)
- Automate Video Editing with Python: (Article)
- Automate Graphic Design using Python: (Article) - (Video Tutorial)
- Automate PowerPoint Slides Creation with Python: (Article) - (Github Repository) - (Video Tutorial)
- Automate Operational Reports Distribution in HTML Emails using Python: (Article) - (Github Repository) - (Video Tutorial)
- Automate Flash Cards Creation for Language Learning with Python: (Article) - (Video Tutorial)
- Automate Budget Planning using Linear Programming: (Article) - (Github Repository) - (Video Tutorial)
- What is Business Intelligence?: (Article)
- Lead Times Variability and Supply Chain Resilience: (Article) - (Video Tutorial)
- Logistic Performance Management Using Data Analytics: (Article) - (Video Tutorial)
Retail Sales Forecasting 📈
- Machine Learning for Retail Sales Forecasting — Features Engineering: (Article) - (Github Repository)
- Machine Learning for Retail Demand Forecasting: (Article)
- Machine Learning for Store Delivery Scheduling: (Article)
- Inventory Management for Retail — Periodic Review Policy: (Article) - (Github Repository)
- Inventory Management for Retail — Stochastic Demand: (Article) - (Github Repository)
- Inventory Management for Retail — Deterministic Demand: (Article) - (Github Repository)
- Product Segmentation for Retail with Python: (Article) - (Github Repository)
Supply Chain Optimization 🏭
- What is Process Mining?: (Article)
- What Is a Supply Chain Digital Twin?: (Article)
- What is Supply Chain Analytics?: (Article) - (Video Tutorial)
- Production Fixed Horizon Planning with Python: (Article) - (Github Repository) - (Video Tutorial)
- Supply Chain Process Optimization Using Linear Programming: (Article) - (Video Tutorial)
- Robust Supply Chain Networks with Monte Carlo Simulation: (Article) - (Github Repository) - (Video Tutorial)
- Procurement Process Optimization with Python: (Article) - (Github Repository)
- Supply Planning using Linear Programming with Python: (Article) - (Github Repository)
- Supply Chain Optimization with Python: (Article) - (Github Repository) - (Video Tutorial)
- Raw Materials Optimization for Food Manufacturing with Python: (Article) - (Github Repository) - (Video Tutorial)
Continuous Improvement and Lean Six Sigma for Supply Chain 🧑🏭
- Statistical Sampling for Process Improvement using Python: (Article)
- Supply Chain Process Design using the Queueing Theory: (Article) - (Github Repository) - (Video Tutorial)
- Lean Six Sigma with Python — Chi-Squared Test: (Article) - (Github Repository) - (Video Tutorial)
- Lean Six Sigma with Python — Logistic Regression: (Article) - (Github Repository) - (Video Tutorial)
- Lean Six Sigma with Python — Kruskal Wallis Test: (Article) - (Github Repository) - (Video Tutorial)
- Central Limit Theorem for Process Improvement with Python: (Article)
Transportation Operations Optimization using Python 🚚
- Transportation Network Analysis with Graph Theory: (Article) - (Github Repository) - (Video Tutorial)
- Build a Real-Time Shipment Tracking Tool using a Telegram Bot: (Article) - (Github Repository) - (Video Tutorial)
- Build Your Free GPS Routing API with Python Flask: (Article) - (Github Repository)
- Containers Loading Optimization with Python: (Article) - (Github Repository) - (Video Tutorial)
- Optimize E-Commerce Last-Mile Delivery with Python: (Article) - (Github Repository)
- Visualisation and Costing of Truck Transport Network with Python: (Article)
Warehousing Operations Optimization using Python 📦
- Scheduling of Luxury Goods Final Assembly Lines with Python: (Article) - (Video Tutorial)
- Deep Reinforcement Learning for AGV Routing: (Article)
- Reduce Warehouse Space with the Pareto Principle using Python: (Article) - (Github Repository) - (Video Tutorial)
- Optimize Workforce Planning using Linear Programming with Python: (Article) - (Github Repository) - (Video Tutorial)
- Design Pathfinding Algorithm using Google AI to Improve Warehouse Productivity: (Article)
- Improve Warehouse Productivity using Spatial Clustering with Python Scipy: (Article)
- Improve Warehouse Productivity using Order Batching with Python: (Article)
- What Is RPA? Robotic Process Automation: (Article)
- Orders Creation Automation with SAP for Retail Using VB: (Article) - (Github Repository) - (Video Tutorial)
- Product Listing Automation with SAP for Retail Using VB: (Article) - (Github Repository) - (Video Tutorial)
- SAP Automation for Retail Using VB: (Article)
- Use Python to Design Automation Tools for Excel Users: (Article)
- Maximize your Business Profitability with Python: (Article) - (Github Repository) - (Video Tutorial)
- Automate Accounting Tasks using Python: (Article)
- Deploy Logistics Operational Dashboards using DataPane: (Article) - (Github Repository)
- Vaccination Centers Availability in Paris using Google Maps Viz Tool: (Demo)
- Build Interactive Charts using Flask and D3.js: (Article) - (Github Repository)
- Build an Interactive Matrix Chart of Les Miserables Characters using Flask and D3.js: (Github Repository)
- Violin Plot using Flask + D3.js: (Demo) - (Github Repository)
- Hexagons Map using D3.js: (Demo)
- Cosmetics Product Sales Sankey Chart using D3.js: (Demo)