Retail

Rossmann

Industry

Retail

Duration

1 months

Categories

Cloud Solution, Process Automation,

Technologies

Python, TensorFlow, pandas

Platforms

Web

Team

Business Analyst, Data Scientist, Machine learning engineer, Tech Lead, Project Manager

Goal

Setting up a more efficient allocation of employees at sales outlets, for Rossmann - the retail chain that operates 1,115 stores across Germany.

Solution

A huge number of features with the identification of the most important ones that could affect the sales forecast were analyzed. The desired result was achieved through in-depth business analysis. Eventually, the prediction of individual sales by all stores 6 months ahead with 88% forecast precision made it possible to optimize labor needed to monitor the chain operations.

Features

Implemented specific Machine Learning algorithm using Amazon tech stack; Collection & Warehousing of the enormous sized data (transactions per day per store for 1 year).