Organize your routes to deliver parcels with a minimum number of drivers using optimization models with python

Photo by Sam Balye on Unsplash

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com


How can we use heuristic algorithms to find the right strategy to load a maximum number of pallets in a sea container?

Application of the 2D knapsack problem for pallets loading — (Image by Author)

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com

  • Retail value (USD): your goods’ retail value is 225,000$…


Use Linear Programming to Increase your Production Capacity for the Final Assembly of Luxury Products

Example of Job-Shop with 4 lines for Value Added Services in a Distribution Center of a Luxury Brand — (CAD Model by Author)

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com

  • Machine 1 — Anti-theft tag: put a self alarm tag to protect your goods against theft in the store


Design of Excel Automation Tools for Sales Analytics ready to be used by your colleagues without any prior knowledge of Python

Photo by Carlos Muza on Unsplash

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com


A list of projects coming from actual operational case studies that can be used to develop your skills in Data Science and quickly impact your organization

Photo by Kyle Ryan on Unsplash

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com


Increase Warehouse Productivity by using Reinforcement Learning for Automated Guided Vehicles Routing

Example of AGV setup with 8 workstations — (Image by Author)

In a Distribution Center (DC), walking from one location to another during the picking route can account for 60% to 70% of the operator’s working time. Reducing this walking time is the most effective way to increase overall productivity.


Use linear programming to create an optimal recipe for a cheap meal bar that meets specific nutritional requirements

Optimize Recipe for Meal Bars Manufacturing — (Image by Author)

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com

Scenario

As an R&D manager of a large food manufacturer, you need to design a recipe for a new cheap and healthy meal bar.


Find the optimal locations of your manufacturing facilities to meet your customers’ demand and reduce production costs

Photo by CHUTTERSNAP on Unsplash

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com

  • Fixed production costs of your facilities ($/Month)
  • Variable production costs per unit produced


Design interactive D3.js visualizations for E-Commerce Sales Analytics and Support Business Decisions

Photo by Laura Chouette on Unsplash

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com

The Power of Visualization

The frustrated genius

You are a proud Data Scientist presenting your new solution designed using optimized code, fancy libraries, advanced linear algebra and complex statistical concepts.

You need to develop your skills in visualization

Simple fancy visualization can have more impact than a very complex model, especially for a non-technical audience.


Use linear programming to help your local bakery to improve its business profitability by selecting the right items to sell

Photo by Adrien Olichon on Unsplash

If you are interested in articles related to Data Science for Supply Chain feel free to have a look at my portfolio: https://samirsaci.com

Samir Saci

Senior Supply Chain Engineer — http://samirsaci.com | Data Science for Warehousing📦, Transportation 🚚 and Demand Forecasting 📈

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