CHALLENGE
Modeling and optimizing supply chains of various goods with the goal of reducing costs and saving resources for interested companies.The client had a problem related to a large number of interdependent delivery conditions, route options and modes of transport. It was necessary to conduct a complete and detailed analysis of a large and complex supply chain, where huge human efforts were required.
SOLUTION
Our team participated in the development and implementation of a system for modeling existing supply chains:
- developed a mechanism for generating and presenting reports on the current state of affairs,
- developed and implemented a user-friendly interface with multi-level access, similar to TSM systems, where users can easily and easily enter initial parameters and get readable results, access previously generated results and manage all neural network requests.
- implemented a model for predicting results/changes in current supply chains.
IMPACT
The developed system helped the client:
- predict costs and supply chains,
- reduce costs,
- speed up the decision-making process based on data,
- optimize the work of employees.
Python
Pandas
Flask
PostgreSQL
SQLAlchemy