"Swiggy could implement to increase the average order value (AOV) on its platform:
1. Smart Recommendations and Upselling:
Personalized suggestions: Leverage data to recommend items based on past orders, popular choices, and trending items in the user's area.
Upselling prompts: When a user adds an item to their cart, suggest related or higher-value items (e.g., "Would you like to add a side of fries with that?" or "Upgrade to a large for just ₹X more").
Bundle deals: Offer c"
Harish K. - "Swiggy could implement to increase the average order value (AOV) on its platform:
1. Smart Recommendations and Upselling:
Personalized suggestions: Leverage data to recommend items based on past orders, popular choices, and trending items in the user's area.
Upselling prompts: When a user adds an item to their cart, suggest related or higher-value items (e.g., "Would you like to add a side of fries with that?" or "Upgrade to a large for just ₹X more").
Bundle deals: Offer c"See full answer
"The question refers to a very specific event: "step into the back for a few minutes, return and see a lot of people waiting"... I might try to clarify goals and scenario:
Before I stepped back, there were no ppl waiting? If so, we might be talking about a very specific, even uncommon scenario, in which optimizations for the complete serving system in the long term might not be needed. Maybe they even arrived all together and this is expected behavior.
Are people waiting for something specif"
Alfredo M. - "The question refers to a very specific event: "step into the back for a few minutes, return and see a lot of people waiting"... I might try to clarify goals and scenario:
Before I stepped back, there were no ppl waiting? If so, we might be talking about a very specific, even uncommon scenario, in which optimizations for the complete serving system in the long term might not be needed. Maybe they even arrived all together and this is expected behavior.
Are people waiting for something specif"See full answer
"Mission: to help users buy and sell products from groups. If we think about the value here, users want to join groups that sell/buy products of interest (young moms or vinyl), or location of interest, or trust, or some other factor - either from other users or SMBs.
User Actions:
create groups, join groups,
active in groups - make posts to sell or show interest in buying (like, commenting, sharing or ideally transacting)
deeper engagement - sharing , saving , searching more based on wh"
Sri A. - "Mission: to help users buy and sell products from groups. If we think about the value here, users want to join groups that sell/buy products of interest (young moms or vinyl), or location of interest, or trust, or some other factor - either from other users or SMBs.
User Actions:
create groups, join groups,
active in groups - make posts to sell or show interest in buying (like, commenting, sharing or ideally transacting)
deeper engagement - sharing , saving , searching more based on wh"See full answer
"I think rapport with the team is key to deciding what one of these members can do that would bring more development capability to him, the team and the project.
Analyzing the skill and attitude of my team members in advance and putting them in the role where they are strongest and happiest has been an important factor in my success stories.
Taking care to identify a potential leader in the team will make it evolve faster as well.
So this is how I make decisions when forming a squad for a spec"
Sueudo G. - "I think rapport with the team is key to deciding what one of these members can do that would bring more development capability to him, the team and the project.
Analyzing the skill and attitude of my team members in advance and putting them in the role where they are strongest and happiest has been an important factor in my success stories.
Taking care to identify a potential leader in the team will make it evolve faster as well.
So this is how I make decisions when forming a squad for a spec"See full answer
Solutions Architect
Behavioral
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"Outliers are data points that significantly deviate from the majority of the data distribution. They can arise due to various reasons, such as measurement errors, natural variability, or rare events. Outliers can distort statistical analyses and machine learning models, making it crucial to detect and handle them properly."
Cesar F. - "Outliers are data points that significantly deviate from the majority of the data distribution. They can arise due to various reasons, such as measurement errors, natural variability, or rare events. Outliers can distort statistical analyses and machine learning models, making it crucial to detect and handle them properly."See full answer
"Clarifying Questions:
By “down”, do we mean creation of messages (activation), engagement, or both?
My assumed answer: engagement
How are “messages” defined? Is it comments to posts, DMs, or posts themselves?
My assumed answer: DMs
How is engagement of DMs defined? Is it by number of DMs viewed, created, replied to?
My assumed answer: all of that
Quick Product Strategy Discussion:
Why messaging is important to LinkedIn
LinkedIn’s mission is"
Arthur Y. - "Clarifying Questions:
By “down”, do we mean creation of messages (activation), engagement, or both?
My assumed answer: engagement
How are “messages” defined? Is it comments to posts, DMs, or posts themselves?
My assumed answer: DMs
How is engagement of DMs defined? Is it by number of DMs viewed, created, replied to?
My assumed answer: all of that
Quick Product Strategy Discussion:
Why messaging is important to LinkedIn
LinkedIn’s mission is"See full answer
"I broke the vehicles down by regions in the world. Designed a wireless api interface to sync with a database backend that linked to google maps through another service and api."
James H. - "I broke the vehicles down by regions in the world. Designed a wireless api interface to sync with a database backend that linked to google maps through another service and api."See full answer
"To make sure we are on the same page, this is a feature in the current FB app that would make it easier for people to volunteer? Or more broadly, the feature would aim to expand the base of volunteers.
To start I want to dive deeper on the objective of the feature. Then we can look at possible users, pick a segment and outline their needs, then look at some solutions. We can then prioritize and see how we might roll something like this out. If I look at FB mission of building community and brin"
Anonymous Sparrow - "To make sure we are on the same page, this is a feature in the current FB app that would make it easier for people to volunteer? Or more broadly, the feature would aim to expand the base of volunteers.
To start I want to dive deeper on the objective of the feature. Then we can look at possible users, pick a segment and outline their needs, then look at some solutions. We can then prioritize and see how we might roll something like this out. If I look at FB mission of building community and brin"See full answer
"Would like to ask some clarifying questions:
Is it a digital product?
Yes? Application or website?
Geography we are targeting?
Assuming it is an app.
Are we a new company or startup?
Do we have any tie ups with other companies to reach a wider audience?
Assuming I am the product manager of this application – goal of the application is to encourage voting
more questions:
Are we in the election year? Nearing the voting phase?
If yes, then it will be easier for us to get users fo"
Prerak B. - "Would like to ask some clarifying questions:
Is it a digital product?
Yes? Application or website?
Geography we are targeting?
Assuming it is an app.
Are we a new company or startup?
Do we have any tie ups with other companies to reach a wider audience?
Assuming I am the product manager of this application – goal of the application is to encourage voting
more questions:
Are we in the election year? Nearing the voting phase?
If yes, then it will be easier for us to get users fo"See full answer
"Estimate Google ads revenue.
Clarifications:
Google ads: only includes ads shown on Google search pages. It does not include any other ads such as display advertisement etc.
Google makes money everytime a user clicks on an ad.
Market - US
Monthly / Yearly - Yearly
Revenue in $
For 2020 ? - yes
So to state the Q again, I have to estimate Google’s annual search ads revenue for 2020.
Ads revene =( $ads clicked everyday * avg price per ad ) * 360
$ads clicked every"
D S. - "Estimate Google ads revenue.
Clarifications:
Google ads: only includes ads shown on Google search pages. It does not include any other ads such as display advertisement etc.
Google makes money everytime a user clicks on an ad.
Market - US
Monthly / Yearly - Yearly
Revenue in $
For 2020 ? - yes
So to state the Q again, I have to estimate Google’s annual search ads revenue for 2020.
Ads revene =( $ads clicked everyday * avg price per ad ) * 360
$ads clicked every"See full answer
"During my internship at Inceptra Analytics, our team was working on improving the monthly reporting process for the operations department. I proposed switching from manual Excel reports to a Power BI dashboard to automate and visualize key metrics. However, some team members were hesitant—they felt the current process, although tedious, was more familiar and controllable. My task was to get buy-in from the team to adopt a more efficient reporting method without causing disruption or resistance."
Dhruv M. - "During my internship at Inceptra Analytics, our team was working on improving the monthly reporting process for the operations department. I proposed switching from manual Excel reports to a Power BI dashboard to automate and visualize key metrics. However, some team members were hesitant—they felt the current process, although tedious, was more familiar and controllable. My task was to get buy-in from the team to adopt a more efficient reporting method without causing disruption or resistance."See full answer