Meesho Case Study Question
The following question has been asked in the second round of interviews for the Senior Business Analyst at Meesho. The same type of question was asked a couple of years back in Sapient and more companies, and it was published on The Data Monk long back. So, do practice the case study given below.
Topic – Recommendation of food items to a new customer in a restaurant
It was not the exact case study but was very very similar to the one given below
Meesho Case Study Question
Punjabi By Nature, a restaurant in Bangalore, delivers and serves food to its customer. It has been in the business for the last 10 years. Recently the owner heard about Data Science and they want to leverage the opportunity in order to boost its revenue. The restaurant has been collecting the following data since the last 10 years:-
1. Name of Customer
2. Sex of Customer
3. Age of Customer
4. Food item code
Your job is to recommend 2 food items to a customer new to the restaurant. Answer the following questions:-
a. Looking at the data, provide 3 findings for the restaurant to boost their performance
Proposed Solution.
i. Food item combination can help you recommend a particular item. For example, if people prefer curd with Parathas, then you can recommend it
ii. A list of the most popular food item
iii. Looking at the customer’s age and sex you can decide what to offer to a new customer. If the data suggests that a girl in the age group 20-25 likes chocolate ice cream then you can recommend this ice cream to the new girl customer
b. Think of 4 more data points that might help you with the analysis
Proposed Solution
i. Pincode of delivery
ii. Time of order
iii. Phone Number
iv. Date and Day of service
c. Now, what else can you find out from this data?
Proposed Solution
i. Day of service can get you the popular food item on each day and weekend
ii. Pincode can help you identify if there is a demand for some specific food items in a particular area
iii. The phone number to inform about new offers
iv. Time of order can get you the time at which the restaurant should shoot a particular offer for a specific food item
Please attempt the question below and we will evaluate each solution.
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