Impact of Weather on Short-time Demand Forecast for Fashion Retailers


Data ETL, Frontend Application Development, Model Creation


January 2020 - April 2020

Source Code

View the Github repository here


In collaboration with FIND AI, we decided to pitch on an estimated assumption that the consumer behavior may be affected by weather, especially in the fashion industry. Retailers often end up over-stocking or under-stocking their inventories due to an unpredictable and unexplained consumer behavior. Our efforts are focused in eliminating this unpredictability and help retailers better manage their inventories by making informed decisions also considering weather as an influencing factor.

Data Pipeline