"To build a product using Generative AI (Gen AI), the process would involve multiple steps, from conceptualization to deployment. Here's a structured approach :
1. Identify the Problem or Opportunity
Start with the need or opportunity: What problem do you want to solve? Is it to automate tasks, generate content, enhance creativity, or improve user experience?
Example products:A content creation tool that generates blog posts or articles.
A personalized customer support chatbot"
Maulik S. - "To build a product using Generative AI (Gen AI), the process would involve multiple steps, from conceptualization to deployment. Here's a structured approach :
1. Identify the Problem or Opportunity
Start with the need or opportunity: What problem do you want to solve? Is it to automate tasks, generate content, enhance creativity, or improve user experience?
Example products:A content creation tool that generates blog posts or articles.
A personalized customer support chatbot"See full answer
"Great question, I’ll take a moment to organize my thoughts before answering - Sure
I have a few clarification questions and some assumptions - Go ahead
5 years and infinite resources, I have no constraints in terms of making technology advancements - Yes, no constraint
I’ll focus on improving the lives of people and changing the ways people use Google Translate and may expand the use to different products.. not just existing interface - Cool
Let's take a step back and think why people nee"
Vaibhav B. - "Great question, I’ll take a moment to organize my thoughts before answering - Sure
I have a few clarification questions and some assumptions - Go ahead
5 years and infinite resources, I have no constraints in terms of making technology advancements - Yes, no constraint
I’ll focus on improving the lives of people and changing the ways people use Google Translate and may expand the use to different products.. not just existing interface - Cool
Let's take a step back and think why people nee"See full answer
"Clarifying Questions
Who are we? Traditional elevator company or a new age tech startup
Assumption: New age tech based elevator company
Any constraints: Budget, etc. Assumption: No
What kind of a skyscraper building:
Assumption: Commercial. Includes office spaces as well as others
Any particular goal with respect to building this elevator? Design best in class elevator providing the best user experience for passengers
User needs - Users have the following needs when"
Shasleen I. - "Clarifying Questions
Who are we? Traditional elevator company or a new age tech startup
Assumption: New age tech based elevator company
Any constraints: Budget, etc. Assumption: No
What kind of a skyscraper building:
Assumption: Commercial. Includes office spaces as well as others
Any particular goal with respect to building this elevator? Design best in class elevator providing the best user experience for passengers
User needs - Users have the following needs when"See full answer
"My leadership style is flexible and adaptive, it varies depending on the team members and the needs of the company. My leadership goal is to empower the team and inspire and grow leaders. In order to achieve that, I combine transformational, democratic and coaching leadership styles.
Usually when we are facing a new type of challenge, or at the early stage of a project, I like to adapt the transformational leadership which allows me to listen to all the suggestions from the team members and sta"
onering2ruleall - "My leadership style is flexible and adaptive, it varies depending on the team members and the needs of the company. My leadership goal is to empower the team and inspire and grow leaders. In order to achieve that, I combine transformational, democratic and coaching leadership styles.
Usually when we are facing a new type of challenge, or at the early stage of a project, I like to adapt the transformational leadership which allows me to listen to all the suggestions from the team members and sta"See full answer
Engineering Manager
Behavioral
+4 more
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"Clarify: What is the objective? Grow user base of Prime or add revenue?
Hypothesis: I believe it would be to grow user base of Prime. In that case, I would look at the target users for this – which will be mostly Non-Prime members whom we are trying to convert to Prime users.
If I analyze who would be interested in purchasing gifts and having them gift-wrapped, user segmentation would not really add value as age, gender or geographical segmentation will not provide much differentiatio"
Agnes D. - "Clarify: What is the objective? Grow user base of Prime or add revenue?
Hypothesis: I believe it would be to grow user base of Prime. In that case, I would look at the target users for this – which will be mostly Non-Prime members whom we are trying to convert to Prime users.
If I analyze who would be interested in purchasing gifts and having them gift-wrapped, user segmentation would not really add value as age, gender or geographical segmentation will not provide much differentiatio"See full answer
"When a question like this is asked what is really being asked is "how do you think about the elements that make up a product and how does each part add value?". I generally try to answer it with a feature that has to do with user interaction. Good answers to this question could include "I would add a button to edit a post, and make it more visible and accessible rather than buried in a menu". Your rationale might be "**because it encourages users to post without fear that they will make"
Sydney S. - "When a question like this is asked what is really being asked is "how do you think about the elements that make up a product and how does each part add value?". I generally try to answer it with a feature that has to do with user interaction. Good answers to this question could include "I would add a button to edit a post, and make it more visible and accessible rather than buried in a menu". Your rationale might be "**because it encourages users to post without fear that they will make"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
"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
"I would understand the real cause of it. Is it really a time issue or motivation issue or skill issue. If we know the actual root cause, we can better deal with it accordingly.
If it is a time issue, I would understand the work done by the team and related impact. Influence them to work on high impact work. If their work is also equally important, I would offer help from my team to heavy lift and they can just guide my team.
I would partner with respective team owner to get more resources for f"
Deepak S. - "I would understand the real cause of it. Is it really a time issue or motivation issue or skill issue. If we know the actual root cause, we can better deal with it accordingly.
If it is a time issue, I would understand the work done by the team and related impact. Influence them to work on high impact work. If their work is also equally important, I would offer help from my team to heavy lift and they can just guide my team.
I would partner with respective team owner to get more resources for f"See full answer
"Great. I will start by understanding the goal of Google Photos and how it aligns with the goal and mission of Google. After defining goals, I will talk about the user actions which will contribute towards this goal. Based on these actions, we will define metrics.
Check-in with the interviewer on the approach here. Assuming that this looks good for the interviewer to proceed.
Google Photo - Helping users organise & manage their pictures. Completely in line with Google's mission.
Thinking ab"
Harshit G. - "Great. I will start by understanding the goal of Google Photos and how it aligns with the goal and mission of Google. After defining goals, I will talk about the user actions which will contribute towards this goal. Based on these actions, we will define metrics.
Check-in with the interviewer on the approach here. Assuming that this looks good for the interviewer to proceed.
Google Photo - Helping users organise & manage their pictures. Completely in line with Google's mission.
Thinking ab"See full answer
"Clarifying Questions
What do we mean by ‘improve’? Is there a certain goal that we are trying to attain?
Is there a target user that we are going for?
Any constraints or things to keep in mind when building this?
Assumptions
Only focused on google docs and not collaboration on other G-suite products such as PPT or sheets
What is Google Docs? Web-based productivity tool that allows you to access your files from any computer through your gmail account. You can also share and"
Esha - "Clarifying Questions
What do we mean by ‘improve’? Is there a certain goal that we are trying to attain?
Is there a target user that we are going for?
Any constraints or things to keep in mind when building this?
Assumptions
Only focused on google docs and not collaboration on other G-suite products such as PPT or sheets
What is Google Docs? Web-based productivity tool that allows you to access your files from any computer through your gmail account. You can also share and"See full answer
"Assumption #1: the deal is signed and the customer now will being the process of moving to GCP
Assumption #2 : the deal includes Iaas as well as Paas (App Engine) - moving apps from on prem to cloud
Objective : Design a product that will help the customer onboard and successfully plan the move to GCP. Customer is using on premise and is new to cloud.
Lets assume the tool should include the roadmap planning too ie decisions such as moving all vs some applications etc . As in any onboarding to"
Aruna D. - "Assumption #1: the deal is signed and the customer now will being the process of moving to GCP
Assumption #2 : the deal includes Iaas as well as Paas (App Engine) - moving apps from on prem to cloud
Objective : Design a product that will help the customer onboard and successfully plan the move to GCP. Customer is using on premise and is new to cloud.
Lets assume the tool should include the roadmap planning too ie decisions such as moving all vs some applications etc . As in any onboarding to"See full answer
"I will look at the % of overspend. If we are within 10%, I would not worry about it too much as most budgets factor in 10% contingency.
If Budget has exceeded 10% Threshold, I will use the following approach:
Deep dive on current status:
Understand % work completed/accepted
Analyse Schedule/Time progress
Understand Project Priority: P1/P2/P3
Resourcing: Internal/External
Complexity: Technical design (Number of Applications involved/ Number of Interfaces to be build e"
Saket S. - "I will look at the % of overspend. If we are within 10%, I would not worry about it too much as most budgets factor in 10% contingency.
If Budget has exceeded 10% Threshold, I will use the following approach:
Deep dive on current status:
Understand % work completed/accepted
Analyse Schedule/Time progress
Understand Project Priority: P1/P2/P3
Resourcing: Internal/External
Complexity: Technical design (Number of Applications involved/ Number of Interfaces to be build e"See full answer
"Assuming for the US
Segment by size of businessNumber of employees per business sizePrice per employee=Revenue
Price per employee should decrease with a larger employee base.
30M businesses in the US
Small Business
60% of businesses are small=18M
Average number of employees=50
Price per employee=$5
Small Business Revenue=$2.7B
Medium Business
30% of them are medium=9M
Average number of employees=1000
Price per employee=$3
Medium Business Revenue=$8.1B
Large Business
10% of th"
Anonymous Puma - "Assuming for the US
Segment by size of businessNumber of employees per business sizePrice per employee=Revenue
Price per employee should decrease with a larger employee base.
30M businesses in the US
Small Business
60% of businesses are small=18M
Average number of employees=50
Price per employee=$5
Small Business Revenue=$2.7B
Medium Business
30% of them are medium=9M
Average number of employees=1000
Price per employee=$3
Medium Business Revenue=$8.1B
Large Business
10% of th"See full answer
"Clarification questions:
What do you mean by online furniture-selling market?
Why would google want to do it?
Why does google want to do it now?
Where does google want to launch it?
Let me make the assumptions answering above questions:
It is like google flights, say we call it google furnitures, where it organizes, curates furniture information to the users and then refers to the seller website instead of selling furniture directly to the consumer like amazon, walmart, way"
Bimal M. - "Clarification questions:
What do you mean by online furniture-selling market?
Why would google want to do it?
Why does google want to do it now?
Where does google want to launch it?
Let me make the assumptions answering above questions:
It is like google flights, say we call it google furnitures, where it organizes, curates furniture information to the users and then refers to the seller website instead of selling furniture directly to the consumer like amazon, walmart, way"See full answer
"Clarification:
Why South Korea and why Google has expanded their yet. I know there are some government security concerns which have bene in place but how is this integration going to expand
Is this something like Google Maps itself or is it tailored to particular needs or region
Google Mission & Why we want to expand?
Google mission is to organize world's information and make it universally available. The Google Map in South Korea aligns with this as it will help people navigate through t"
Charmi S. - "Clarification:
Why South Korea and why Google has expanded their yet. I know there are some government security concerns which have bene in place but how is this integration going to expand
Is this something like Google Maps itself or is it tailored to particular needs or region
Google Mission & Why we want to expand?
Google mission is to organize world's information and make it universally available. The Google Map in South Korea aligns with this as it will help people navigate through t"See full answer
"Me: First, let's design our product and then we will calculate the estimated amount of units sold. Before we begin, is there anything specific about this refrigerator, is this a 'smart refrigerator'?
Interviewer: Yes, you can consider this is a smart refrigerator but the overall design is up to you.
Me: Thank you, one more question, do we have a specific user in mind? Younger people? Retirees?
Interviewer: No, you can select the user base based on your prioritization, but theoretically it cou"
Talles S. - "Me: First, let's design our product and then we will calculate the estimated amount of units sold. Before we begin, is there anything specific about this refrigerator, is this a 'smart refrigerator'?
Interviewer: Yes, you can consider this is a smart refrigerator but the overall design is up to you.
Me: Thank you, one more question, do we have a specific user in mind? Younger people? Retirees?
Interviewer: No, you can select the user base based on your prioritization, but theoretically it cou"See full answer
"Assumption:
I’m estimating the minimum number of trains required to fulfil maximum demand
I’m including all trains that’s serving NYC
Formula:
Before I state my formula, I would like to mention a few things
I will be calculating the number of trains required to fulfill all demand at the peak time during a workday.
I assume peak time lasts for 2 hours
I’m assuming that a train takes 2 hours to complete one roundtrip on its route, which means any given train can service rider"
Qusai B. - "Assumption:
I’m estimating the minimum number of trains required to fulfil maximum demand
I’m including all trains that’s serving NYC
Formula:
Before I state my formula, I would like to mention a few things
I will be calculating the number of trains required to fulfill all demand at the peak time during a workday.
I assume peak time lasts for 2 hours
I’m assuming that a train takes 2 hours to complete one roundtrip on its route, which means any given train can service rider"See full answer