The objective of this project is to develop a size standardization system. To solve this problem, we will have data from measurements of different parts of each item and historical customer return data with associated reasons. The challenge will be to integrate this data to create a system that allows us to: ​

• Detect measurement deviations in items during the design phases. ​
• Suggest optimal measurement ranges based on the characteristics of each item. ​
• Anticipate which items will likely be returned due to being larger or smaller than expected. ​

With this project, we aim to reduce the volume of returns due to sizing issues and improve the shopping experience for our customers.

The person developing this project should have skills in programming, statistics, and mathematics, as well as experience in using machine learning techniques and data visualization tools. It would also be important to have communication and teamwork skills to collaborate with other experts on the project. ​

Critical Thinking ⎯ Ability to analyze information objectively and make reasoned judgments.

Collaboration & Teamwork ⎯ The ability to adapt to rapidly changing trends and project requirements is vital, especially when dealing with real-time data and dynamic environments.