Dhaval Prajapati
A list of Data Science and Analytics projects that I have worked on.
- Created ML model predicting the F&B spend of a member in a resort that would help in improving the pre-sales during resort booking through web and mobile app
- This will further help in:
- Targeting campaigns to suit the member taste and preference of F&B
- Providing members in the resort with a customized experience and offers
- Helping resort kitchen to plan the inventory and food quantity to be prepared in advance
- Identified the recipe sentiments from the reviews (avg at recipe level)
- Derived major themes from the sentiments (positive and negative sentiments)
- Analysed how review trends changed overtime for a recipe
- Determined Flavour type significance on sentiments
- Checked correlation of flavours with calories; favourability to Meal type)