ExperienceDec 2023 to Jan 2024
Astar Technologies
Lead Business and Data Analysis Intern
Which sweets sell where, and when.
astartechnologies.net
Top sellers by region and season, to guide production and marketing.
- Data cleaning
- Time-series forecasting
- Random Forest
- XGBoost
What I did
- Cleaned and standardized raw sales data.
- Modelled regional and seasonal demand with time-series forecasting, Random Forest and XGBoost.
- Identified the top sellers by region and season, to guide production and marketing decisions.
The aim
The question was simple: which sweets sell best, where, and in which season, so production and marketing could follow demand. The answer was in the sales data, once it was clean.