"While working as a consultant, I was assigned to a project to design and build a solution for accessing and managing documents on deepwater drilling wells with limited connectivity. I and the developer assigned to the project conducted interviews with various engineers and team members on the rigs. We worked with the client's IT group to analyze options for getting content to and from the rig. Together, we came up with a solution that would leverage their existing SharePoint infrastructure (avai"
John F. - "While working as a consultant, I was assigned to a project to design and build a solution for accessing and managing documents on deepwater drilling wells with limited connectivity. I and the developer assigned to the project conducted interviews with various engineers and team members on the rigs. We worked with the client's IT group to analyze options for getting content to and from the rig. Together, we came up with a solution that would leverage their existing SharePoint infrastructure (avai"See full answer
"Clarification
Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort?
Is the product digital or physical?
Are we targeting internal (employees) or external (customers) users?
Are there any specific constraints like funding, resourcing, or geography?
1. Narrowing Down the Problem
Awareness and Education: Create tools to increase understanding of climate change and its effects.
-"
Ram - "Clarification
Are we focusing on building the product on a specific Meta platform (Facebook, Instagram, WhatsApp), or is this a standalone effort?
Is the product digital or physical?
Are we targeting internal (employees) or external (customers) users?
Are there any specific constraints like funding, resourcing, or geography?
1. Narrowing Down the Problem
Awareness and Education: Create tools to increase understanding of climate change and its effects.
-"See full answer
"For me the answer looks very broad and general. It would be good the reply is relevant and focus good examples using STAR format. Please let me know your views."
BePostive - "For me the answer looks very broad and general. It would be good the reply is relevant and focus good examples using STAR format. Please let me know your views."See full answer
"Product Description
To start out with, I would like to make sure I understand how the product functions. To my understanding, the fundraising product is for:
Individuals and non-profits to set-up fundraisers to receive donations either to support a specific cause / initiative or to ask for help on a big expense like a medical bill
Individuals within these networks are able to donate
At times, Facebook will charge a small fee to help facilitate the money transfers
**Facebook Mis"
I C. - "Product Description
To start out with, I would like to make sure I understand how the product functions. To my understanding, the fundraising product is for:
Individuals and non-profits to set-up fundraisers to receive donations either to support a specific cause / initiative or to ask for help on a big expense like a medical bill
Individuals within these networks are able to donate
At times, Facebook will charge a small fee to help facilitate the money transfers
**Facebook Mis"See full answer
"Clarifying Questions :
By reducing bandwidth , do you mean reducing the total size of video transfer reduction ? Ans Yes
Is it ok to reduce the resolution by reducing the bandwidth : Ans May be yes and no
Any app in particular you are looking forward which could help talking from its standpoint : Ans : Youtube
Assumptions :
Youtube has a compression algorithm which can still be made better with the evolution of technologies
Solutions ( prioritised list )
Improve the compressio"
Kk - "Clarifying Questions :
By reducing bandwidth , do you mean reducing the total size of video transfer reduction ? Ans Yes
Is it ok to reduce the resolution by reducing the bandwidth : Ans May be yes and no
Any app in particular you are looking forward which could help talking from its standpoint : Ans : Youtube
Assumptions :
Youtube has a compression algorithm which can still be made better with the evolution of technologies
Solutions ( prioritised list )
Improve the compressio"See full answer
Technical
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"Clarifying questions:
Will it be a separate app of Google maps or integrated into an existing one? Let's say it will be integrated into an existing app.
Which disabilities users have? Any of your choice.
For which audience are we building this product? Any exact geo, age, gender? Any of your choice.
How many resources we have? Any timeline for the product to be launched? Need to launch a product in a year and any resources required.
Google's mission is to organize the world's"
Maria T. - "Clarifying questions:
Will it be a separate app of Google maps or integrated into an existing one? Let's say it will be integrated into an existing app.
Which disabilities users have? Any of your choice.
For which audience are we building this product? Any exact geo, age, gender? Any of your choice.
How many resources we have? Any timeline for the product to be launched? Need to launch a product in a year and any resources required.
Google's mission is to organize the world's"See full answer
"Clarification questions -
Assumption:
Blind person - Generally aware about what an ATM machine is and how it works.
Markets - US market and think about global expansion later
Regulatory, Financial companies approval - We have agreement from the regulators and financial companies about the merits and we don’t see any kind of concerns from these companies
Goal - Part of the company's social initiatives - Positive word of mouth - increase customer base
Users -
**Blind users with no other disabi"
Vijay S. - "Clarification questions -
Assumption:
Blind person - Generally aware about what an ATM machine is and how it works.
Markets - US market and think about global expansion later
Regulatory, Financial companies approval - We have agreement from the regulators and financial companies about the merits and we don’t see any kind of concerns from these companies
Goal - Part of the company's social initiatives - Positive word of mouth - increase customer base
Users -
**Blind users with no other disabi"See full answer
"Assumptions
Instacart for Business is core Instacart with additional features and capabilities tailored to businesses.
Users
Potential user segments:
Office managers (Focus here)
Entrepreneurs/small business owners
Restauranteurs
Opportunities (pain points, needs, problems)
Many places don’t offer same-day shipping.
Inconvenient to physically go out and purchase these items from a store if urgent
Hard to predict an"
Dan H. - "Assumptions
Instacart for Business is core Instacart with additional features and capabilities tailored to businesses.
Users
Potential user segments:
Office managers (Focus here)
Entrepreneurs/small business owners
Restauranteurs
Opportunities (pain points, needs, problems)
Many places don’t offer same-day shipping.
Inconvenient to physically go out and purchase these items from a store if urgent
Hard to predict an"See full answer
"Clarification:
Are we talking of Amazon as an entity in whole (or) Amazon E-commerce ?
I would like to use overlap across following buckets with emphasis
on current product & markets, Future adjacencies and expansions, strengths
barrier to entry in the markets either way Amazon Intuit
Products - Considering Amazon as a whole - Devices - AWS - E-Commerce - Music - Video - E-Books - All other services, currently there is no overlap between the use-cases and services offered"
Pm P. - "Clarification:
Are we talking of Amazon as an entity in whole (or) Amazon E-commerce ?
I would like to use overlap across following buckets with emphasis
on current product & markets, Future adjacencies and expansions, strengths
barrier to entry in the markets either way Amazon Intuit
Products - Considering Amazon as a whole - Devices - AWS - E-Commerce - Music - Video - E-Books - All other services, currently there is no overlap between the use-cases and services offered"See full answer
"SELECT
name
,type
,ROUND(
CASE
WHEN type = 'Electronic' THEN price * 0.90
WHEN type = 'Clothing' THEN price * 0.80
WHEN type = 'Grocery' THEN price * 0.95
WHEN type = 'Book' THEN price * 0.85
ELSE price
END, 2
)
as discounted_price
FROM products
`"
Aikya S. - "SELECT
name
,type
,ROUND(
CASE
WHEN type = 'Electronic' THEN price * 0.90
WHEN type = 'Clothing' THEN price * 0.80
WHEN type = 'Grocery' THEN price * 0.95
WHEN type = 'Book' THEN price * 0.85
ELSE price
END, 2
)
as discounted_price
FROM products
`"See full answer
"CQs:
Uber - which business? → Ride hailing
Business - B2B or B2C? → B2C
Geo - India
Revenue/profit → revenue
Revenue sources
Rides - bike, car, shuttle
Ads
Partnerships
Rides revenue = number of rides x average price
Ads revenue = ad impressions x conversion rate x CPC
Partnerships = number of partnerships x average income
Considering I am a PM, do you want me to focus on tech focused enablement only? No, assume you are a VP of product
*"
Sumit P. - "CQs:
Uber - which business? → Ride hailing
Business - B2B or B2C? → B2C
Geo - India
Revenue/profit → revenue
Revenue sources
Rides - bike, car, shuttle
Ads
Partnerships
Rides revenue = number of rides x average price
Ads revenue = ad impressions x conversion rate x CPC
Partnerships = number of partnerships x average income
Considering I am a PM, do you want me to focus on tech focused enablement only? No, assume you are a VP of product
*"See full answer
"Problem: Given an input string txt consisting of alphanumeric characters and the parentheses characters '(' & ')', write a function which removes the minimum number of characters to return a version of the string with properly balanced parenthesis.
Answer: You can do this with a counter.
Psuedo-Python
Start with counter = 0
output = []
Iterate through the string, every time you encounter a '(', increment the counter. Add the character to the output.
If you encounter a ')', decrement the coun"
Michael B. - "Problem: Given an input string txt consisting of alphanumeric characters and the parentheses characters '(' & ')', write a function which removes the minimum number of characters to return a version of the string with properly balanced parenthesis.
Answer: You can do this with a counter.
Psuedo-Python
Start with counter = 0
output = []
Iterate through the string, every time you encounter a '(', increment the counter. Add the character to the output.
If you encounter a ')', decrement the coun"See full answer
"My Answer. Please let me know your feedback.
I have led many projects throughout my career. So, whenever I lead the project, I first try to clarify the goals and values delivered. For example, I was in charge of Data Analytics projects at my employment at a Startup. The team’s goal was launching the MVP. First, I discussed with the CEO to define the clear goal and scope for each of the projects.
Next, I identified all the key stakeholders and received their inputs on the project's different a"
Balaji G. - "My Answer. Please let me know your feedback.
I have led many projects throughout my career. So, whenever I lead the project, I first try to clarify the goals and values delivered. For example, I was in charge of Data Analytics projects at my employment at a Startup. The team’s goal was launching the MVP. First, I discussed with the CEO to define the clear goal and scope for each of the projects.
Next, I identified all the key stakeholders and received their inputs on the project's different a"See full answer
"Clarification Question:
What kind of revenue is Target trying to increase? ( Gross Revenue, Net Revenue .. etc )
Answer: Let's stick to Gross revenue.
As I understand, the target has two revenue streams - In-store and online purchases. Are there any other revenue streams I should consider?
Answer: No
Why Now ?.
Answer: we have seen our revenue being impacted due to competition from Amazon and Walmart, and our revenue is flat.
Which revenue stream do you see a decline, increase, or flat?"
Navin T. - "Clarification Question:
What kind of revenue is Target trying to increase? ( Gross Revenue, Net Revenue .. etc )
Answer: Let's stick to Gross revenue.
As I understand, the target has two revenue streams - In-store and online purchases. Are there any other revenue streams I should consider?
Answer: No
Why Now ?.
Answer: we have seen our revenue being impacted due to competition from Amazon and Walmart, and our revenue is flat.
Which revenue stream do you see a decline, increase, or flat?"See full answer
"Assumptions:
User type: school children living in the USA.
Form factor: mobile app on iOS and Android
Problem statement
School children all across the country visit museums 2-4 times in a year. The museums have info on the contents and layout but that is static.
Key value proposition of product is to guide users through the museum
Internal company assessment
Let's assume the interview is at Google. Google's mission is to organise the world's information so this problem aligns with"
Rahul J. - "Assumptions:
User type: school children living in the USA.
Form factor: mobile app on iOS and Android
Problem statement
School children all across the country visit museums 2-4 times in a year. The museums have info on the contents and layout but that is static.
Key value proposition of product is to guide users through the museum
Internal company assessment
Let's assume the interview is at Google. Google's mission is to organise the world's information so this problem aligns with"See full answer
"Clarifying Qs:
Design meaning - UI elements, front end requests and backend system architecture
GIFs = standard short animated videos of 1/2 seconds built either using images or videos
Make GIFs = generate gifs from images and videos
Do we want to build the system for a certain volume of requests? Do you want me to consider the scalability part?
I: Assumptions 1,2 & 3 are correct, ignore 3 for now
Users:
User b/w age 18-45 trying to generate GIFs using images(at least 3)"
Shwetang S. - "Clarifying Qs:
Design meaning - UI elements, front end requests and backend system architecture
GIFs = standard short animated videos of 1/2 seconds built either using images or videos
Make GIFs = generate gifs from images and videos
Do we want to build the system for a certain volume of requests? Do you want me to consider the scalability part?
I: Assumptions 1,2 & 3 are correct, ignore 3 for now
Users:
User b/w age 18-45 trying to generate GIFs using images(at least 3)"See full answer
"Engineering Managers (EMs) juggle multiple responsibilities, which can vary significantly depending on the company, team, and organizational needs. One of the most critical skills for an EM is strategic thinking. This includes setting a clear vision for the team, participating in roadmap planning meetings, and crafting actionable roadmaps to guide the team toward its goals.
In addition to strategic thinking, an EM must excel in three key areas:
People Management: This involves ensuring te"
Pramod S. - "Engineering Managers (EMs) juggle multiple responsibilities, which can vary significantly depending on the company, team, and organizational needs. One of the most critical skills for an EM is strategic thinking. This includes setting a clear vision for the team, participating in roadmap planning meetings, and crafting actionable roadmaps to guide the team toward its goals.
In addition to strategic thinking, an EM must excel in three key areas:
People Management: This involves ensuring te"See full answer
"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