Summary:
Address the lack of information managers have when estimating the duration of a project.
The Client is aiming at the continuous improvement of the product performance to meet user needs. To enhance the quality of the project management system, the Client came up with the idea of leveraging the power of data and applying machine learning.
The technologies and tools used were: Python, PostgreSQL, LightGBM and Docker.
Problem:
The challenge is to eliminate the lack of information managers face estimating the duration of the project.
Employees fail to track the actual status of tasks in the project management system. Therefore, top management faces significant difficulties trying to predict the project end date and whether or not a project will be completed on time.