Sales forecasting and ETL automation
Published:
Developed three sales forecasting scenarios across 12 product categories based on time series and linear regression applied to historical data with controlled error, which enabled the automation of the ETL data processing pipeline. Databricks, Scikit-learn.
Work completed at the ITMO Institute of Design and Urban Studies, September 2021–August 2026.