"Clarify the problem / make assumptions:
What are we defining as misleading?
For this problem, any video that contains information countering accepted scientific/research-driven results
What is meant by fix? Does that entail removing said videos?
For this problem, I want to see if we can minimize the amount of videos pulled from YouTube
Intro to the product:
YouTube is a video-sharing platform that was acquired by Google in 2006
YouTube's original mission statement:"
slouchingtowardssv - "Clarify the problem / make assumptions:
What are we defining as misleading?
For this problem, any video that contains information countering accepted scientific/research-driven results
What is meant by fix? Does that entail removing said videos?
For this problem, I want to see if we can minimize the amount of videos pulled from YouTube
Intro to the product:
YouTube is a video-sharing platform that was acquired by Google in 2006
YouTube's original mission statement:"See full answer
"What is shopper demand?
Let's say the ability to predict whether x number of shoppers are available during a certain time of day based on a some factors
Variables:
\# number of orders /per hour /per day /per week
Shopping Time: time taken for a shopper to prep an order (how many orders can a shopper prep)
$ average order value
geographic factors since demand will vary by city
number of stores or any other multiplying factor which help us predict order volume (which is dire"
Pree M. - "What is shopper demand?
Let's say the ability to predict whether x number of shoppers are available during a certain time of day based on a some factors
Variables:
\# number of orders /per hour /per day /per week
Shopping Time: time taken for a shopper to prep an order (how many orders can a shopper prep)
$ average order value
geographic factors since demand will vary by city
number of stores or any other multiplying factor which help us predict order volume (which is dire"See full answer
"User Persona
Individual heavy Users
Casual users
Enterprise Users
Occasional Users
I would like to think more about the Enterprise users, because they are the power users and the maximum revenue of the Google may come up with the enterprise solutions. It is my hypothesis that despite of improvement of the Google drive, common individual users are highly unlikely to use the premium version of the G Suite
User Journey of the person using Google Drive
Want to work on the new document"
Anonymous Muskox - "User Persona
Individual heavy Users
Casual users
Enterprise Users
Occasional Users
I would like to think more about the Enterprise users, because they are the power users and the maximum revenue of the Google may come up with the enterprise solutions. It is my hypothesis that despite of improvement of the Google drive, common individual users are highly unlikely to use the premium version of the G Suite
User Journey of the person using Google Drive
Want to work on the new document"See full answer
"Understand the problem: Chipotle is a chain, located across the US. It's in every major city
Make Assumptions
I'm assuming in each state there's approx 5 Chipotle restaurants. So in total across US there is 5 * 50 = 250 Chipotle's
Let's calculate the sales revenue for a whole year.
Create an equation
Total Yearly Revenue = # of people going to Chipotle X* *frequency X cost of a meal
Break down the problem
\# of people going to Chipotle
There's about 300M in the US. Out of 300M I'll a"
Danyal R. - "Understand the problem: Chipotle is a chain, located across the US. It's in every major city
Make Assumptions
I'm assuming in each state there's approx 5 Chipotle restaurants. So in total across US there is 5 * 50 = 250 Chipotle's
Let's calculate the sales revenue for a whole year.
Create an equation
Total Yearly Revenue = # of people going to Chipotle X* *frequency X cost of a meal
Break down the problem
\# of people going to Chipotle
There's about 300M in the US. Out of 300M I'll a"See full answer
"Here is what I understand from the question.
Riders use "scheduled rides" to schedule rides for upto 24 hours in advance.
Do drivers see these scheduled rides before? Assuming no.
The drivers get matched 30min before the scheduled ride. Possible factors in matching
Location of driver
Location of rider
No. of rides the driver has had? Maybe give preference to new drivers?
Scheduled rides are only single party rides (no pool,etc)
What is our goal here?
Maximi"
Unicorn 2. - "Here is what I understand from the question.
Riders use "scheduled rides" to schedule rides for upto 24 hours in advance.
Do drivers see these scheduled rides before? Assuming no.
The drivers get matched 30min before the scheduled ride. Possible factors in matching
Location of driver
Location of rider
No. of rides the driver has had? Maybe give preference to new drivers?
Scheduled rides are only single party rides (no pool,etc)
What is our goal here?
Maximi"See full answer
Product Design
Analytical
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"To clarify, Lyft currently uses dynamic pricing which means the price of a ride is not constant and depends on multiple factors.
Let's keep only the car rides on Lyft with driver-rider as customers in the current scope and ignore other product offerings such as bikes, scooters.
Should we improve the current dynamic pricing model or design dynamic pricing assuming it doesn't exist? Let's assume latter.
Let's assume this dynamic pricing applies to entire US market.
Now let's see what factors I"
M N. - "To clarify, Lyft currently uses dynamic pricing which means the price of a ride is not constant and depends on multiple factors.
Let's keep only the car rides on Lyft with driver-rider as customers in the current scope and ignore other product offerings such as bikes, scooters.
Should we improve the current dynamic pricing model or design dynamic pricing assuming it doesn't exist? Let's assume latter.
Let's assume this dynamic pricing applies to entire US market.
Now let's see what factors I"See full answer
"Clarifying questions:
what's the original goal of this feature? what user problem / issues we identified that we are trying to address?
Is there a particular user base or market/regions that we are trying to solve this issue for?
Is the experience going to impact the rider's action? or does it also change the driver experience?
Assume:
the issue we are solving for is focus on the rider's experience - the goal of this feature is to increase the % of matched ride (ie rider/driver matche"
Mark - "Clarifying questions:
what's the original goal of this feature? what user problem / issues we identified that we are trying to address?
Is there a particular user base or market/regions that we are trying to solve this issue for?
Is the experience going to impact the rider's action? or does it also change the driver experience?
Assume:
the issue we are solving for is focus on the rider's experience - the goal of this feature is to increase the % of matched ride (ie rider/driver matche"See full answer
"Approach
Clarify the question
Define deaf --> unable to hear, but can communicate via sign language, lip read and use all other senses
Define fire alarm --> for residential use, it notifies occupants of smoke and potential fires and alerts fire department to check in and/or come over
Define constraints --> budgetary constraint, design should be user-friendly and convenient
Define goals --> get folks out of harm's way quickly and notify fire department to c"
Bella R. - "Approach
Clarify the question
Define deaf --> unable to hear, but can communicate via sign language, lip read and use all other senses
Define fire alarm --> for residential use, it notifies occupants of smoke and potential fires and alerts fire department to check in and/or come over
Define constraints --> budgetary constraint, design should be user-friendly and convenient
Define goals --> get folks out of harm's way quickly and notify fire department to c"See full answer
"Some follow-up questions to correctly understand what "improve" means here?
Is it to have:
more riders,
better user experience,
monetization,
more/new market penetration.
Let's assume interviewer requested to choose whatever I prefer.
I choose better user experience which might trigger other areas of improvement as well.
Some more probing questions:
To I need to consider USA only or any other country/region or global?
Can I consider only popular on demand taxi service for this question?
One wa"
Manohar A. - "Some follow-up questions to correctly understand what "improve" means here?
Is it to have:
more riders,
better user experience,
monetization,
more/new market penetration.
Let's assume interviewer requested to choose whatever I prefer.
I choose better user experience which might trigger other areas of improvement as well.
Some more probing questions:
To I need to consider USA only or any other country/region or global?
Can I consider only popular on demand taxi service for this question?
One wa"See full answer
"Google Assistant is the Voice AI which converts Natural Language to Queries/Instruction , processes it and get the results and again converts it back to Meaningful Results to the User
Currently Google Assistant is Integrated in Multiple End Points.
Phone
Google Home
Chrome Cast
Google Chrome Books
Some of the Use Cases Google Assistant is used is
Making Phone Calls/Texting
Asking General Queries/Searching for Information
Integration with Devices and Turning them O"
Akshai V. - "Google Assistant is the Voice AI which converts Natural Language to Queries/Instruction , processes it and get the results and again converts it back to Meaningful Results to the User
Currently Google Assistant is Integrated in Multiple End Points.
Phone
Google Home
Chrome Cast
Google Chrome Books
Some of the Use Cases Google Assistant is used is
Making Phone Calls/Texting
Asking General Queries/Searching for Information
Integration with Devices and Turning them O"See full answer
"What does the google translator does is
translate the text from one language to other
takes voice command in a language and translate it into another language both in voice and text
Below are some of the Areas in which it can be improved,
The user experience of the translation - text to text
The current translation can take input data of certain size only. If the data size is more, it clearly rejects and doesn't translate until we truncate the input message.
Suggestion to improve:"
Kavitha G. - "What does the google translator does is
translate the text from one language to other
takes voice command in a language and translate it into another language both in voice and text
Below are some of the Areas in which it can be improved,
The user experience of the translation - text to text
The current translation can take input data of certain size only. If the data size is more, it clearly rejects and doesn't translate until we truncate the input message.
Suggestion to improve:"See full answer
"To bring any product to market here are the below steps that I would (did) take:
1.Understand the problem stmt / stakeholder need and asses depth of the problem
(qualitatively and then gather metrics to quantify it)
2.Do market study on understanding relatable solutions if any
3.Carve out viable solution/ideation that aligns with overall Business Vision/Goal
4.Get stakeholders buy in on the idea
5.Guesstimate and prioritize high level features, Cost and ROI.
6.Build Business case for Project Le"
Bk - "To bring any product to market here are the below steps that I would (did) take:
1.Understand the problem stmt / stakeholder need and asses depth of the problem
(qualitatively and then gather metrics to quantify it)
2.Do market study on understanding relatable solutions if any
3.Carve out viable solution/ideation that aligns with overall Business Vision/Goal
4.Get stakeholders buy in on the idea
5.Guesstimate and prioritize high level features, Cost and ROI.
6.Build Business case for Project Le"See full answer
"First of all, I could tell that Google maps are used by billions of people around the world. Not only immensely used by the billions of people, but also they are dependent on google maps. I believe that google maps are the only map service in the world, which is providing the best services. We are collecting huge data from this service, which is very useful to predict or analyze market sentiments.
We have invested a humongous amount of time, effort, and money to establish these renowned google M"
Tabrez Z. - "First of all, I could tell that Google maps are used by billions of people around the world. Not only immensely used by the billions of people, but also they are dependent on google maps. I believe that google maps are the only map service in the world, which is providing the best services. We are collecting huge data from this service, which is very useful to predict or analyze market sentiments.
We have invested a humongous amount of time, effort, and money to establish these renowned google M"See full answer
"Initial Questions:
1.How many patients do you think you will have in the next 5 years?
Interviewer: Max 1000
In that case we don't have to build a highly scalable system.
2.Will you be carrying out some procedures like xrays, ct scans or will only be doing consultations?
Interviewer: We will be doing minor procedures. Will refer to hospitals for anything major.
3.I see that you mentioned 2 locations. Are there any special billing requirements for each of them?
Interviewer: No
Users:
Fo"
Anirudh G. - "Initial Questions:
1.How many patients do you think you will have in the next 5 years?
Interviewer: Max 1000
In that case we don't have to build a highly scalable system.
2.Will you be carrying out some procedures like xrays, ct scans or will only be doing consultations?
Interviewer: We will be doing minor procedures. Will refer to hospitals for anything major.
3.I see that you mentioned 2 locations. Are there any special billing requirements for each of them?
Interviewer: No
Users:
Fo"See full answer
"To start I would ask a few clarifying questions regarding the product and the company:
Does the mineral water have unique health benefits to the consumer?
I would ask for details about the bottle packaging - unique design elements, materials used, and options available
Is mineral water in the company's current product catalog?
Does the company sell high-end consumer products in the market
I would make certain assumptions for the sake of this question:
The mineral water is natura"
paddy19 - "To start I would ask a few clarifying questions regarding the product and the company:
Does the mineral water have unique health benefits to the consumer?
I would ask for details about the bottle packaging - unique design elements, materials used, and options available
Is mineral water in the company's current product catalog?
Does the company sell high-end consumer products in the market
I would make certain assumptions for the sake of this question:
The mineral water is natura"See full answer
"My Favorite Product is Grammarly unlike Microsoft spell checker, it helps correct the mistakes as I compose my sentences. It follows rules, patterns, machine learning, deep learning, and natural language processing (NLP) to improve users’ writing skills and improve their confidence in writing skills.
I would evaluate this product by the following design principles.
Usefulness
Understandability
Innovative
It’s honest
I can expand this criterion and explain how I evaluate prod"
Dev S. - "My Favorite Product is Grammarly unlike Microsoft spell checker, it helps correct the mistakes as I compose my sentences. It follows rules, patterns, machine learning, deep learning, and natural language processing (NLP) to improve users’ writing skills and improve their confidence in writing skills.
I would evaluate this product by the following design principles.
Usefulness
Understandability
Innovative
It’s honest
I can expand this criterion and explain how I evaluate prod"See full answer
"During my internship at Inspira Analytics, our intern team had worked for two weeks on a client presentation for a new data dashboard. Unfortunately, during the final review, the manager pointed out several major flaws in our analysis and asked us to redo the entire structure. The feedback was blunt, and the team felt discouraged, questioning whether our efforts were even valued. As the informal team lead, I felt responsible for helping lift the team’s morale and refocus everyone so we could del"
Dhruv M. - "During my internship at Inspira Analytics, our intern team had worked for two weeks on a client presentation for a new data dashboard. Unfortunately, during the final review, the manager pointed out several major flaws in our analysis and asked us to redo the entire structure. The feedback was blunt, and the team felt discouraged, questioning whether our efforts were even valued. As the informal team lead, I felt responsible for helping lift the team’s morale and refocus everyone so we could del"See full answer