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samirsaci/README.md

👋 Hi there, I'm Samir.

A Supply Chain and Data Science consultant based in Paris. I am passionate about using Data Science and Python programming to optimize Supply Chain Operations, reduce the environmental impact of companies and maximize personal productivity.

Do you need support in your projects?

If you’re looking for tailored consulting solutions to optimize supply chains and meet sustainability goals, contact: LogiGreen Consulting

Let's connect on

I share content on

👷 What am I working on?

  • AI Workflow Automation using N8N: Check my Templates
  • 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)

🖥️ I've shared my insights about

Workflow Automation using AI & Analytics with N8N

Business Analytics

  • Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability? - (Article)
  • Business Planning with Python — Revenue Optimization: (Article)
  • Business Planning with Python — Inventory and Cash Flow Management: (Article) - (Video Tutorial
  • Maximize your Business Profitability with Python: (Article) - (Github Repository) - (Video Tutorial)

Supply Chain Sustainability 🌲

  • Sustainable Business Strategy with Data Analytics: (Article)
  • Simulate the Challenges of a Circular Economy for Fashion Retail: (Article)
  • 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)
  • Data Science to Reach Carbon Neutrality: (Article)

Generative AI: LLMs with LangChain for Supply Chain Analytics

  • 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)

Productivity ⌛

Logistics Network Performance Management ⏱️

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 🛒

Supply Chain Optimization 🏭

Continuous Improvement and Lean Six Sigma for Supply Chain 🧑‍🏭

Transportation Operations Optimization using Python 🚚

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)

Supply Chain Transactional Processes Automation (RPA) 🤖

Interactive Visualization 📊

  • 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)

Data & Business

  • What Is Data Quality?: (Article)
  • What is Business Intelligence?: (Article)

If you want to reward my work with a small contribution:

"Buy Me A Coffee"

Pinned Loading

  1. telegram_transport telegram_transport Public

    Design a Telegram Bot that will interact with truck drivers to track your shipments and provide real-time visibility of your transportation performance using Python Flask

    Python 19 14

  2. ml-forecast-features-eng ml-forecast-features-eng Public

    Machine Learning for Retail Sales Forecasting — Features Engineering

    Jupyter Notebook 60 33

  3. picking-route picking-route Public

    Improve Warehouse Productivity using Order Batching

    Python 112 37

  4. segmentation segmentation Public

    Streamlit Application for ABC Analysis & Product Segmentation

    Python 16 6

  5. supply-chain-sustainability supply-chain-sustainability Public

    Build Supply Chain Sustainability Reporting with Python

    Jupyter Notebook 51 13

  6. product-segmentation product-segmentation Public

    Product Segmentation for Retail with Python

    Jupyter Notebook 8 8