"I am assuming goal is to improve driving experience for seniors and not solve for transportation between point A to B. A in ananya loves road trips and long drives but when ananya is old and grey she misses going on long drives and road trips .
goal : user experience
user :
physical disability hinders them from getting in and out of car
seniors have joint and back pains, they can sit at the same position for longer time
eye sight is weak for driving
low energy to walk to parking and"
Ananya M. - "I am assuming goal is to improve driving experience for seniors and not solve for transportation between point A to B. A in ananya loves road trips and long drives but when ananya is old and grey she misses going on long drives and road trips .
goal : user experience
user :
physical disability hinders them from getting in and out of car
seniors have joint and back pains, they can sit at the same position for longer time
eye sight is weak for driving
low energy to walk to parking and"See full answer
"In order to train a machine learning model for license plate detection, which is essentially image recognition, I would first need a large labeled dataset of images featuring license plates. From hereon, I would use a model architecture suitable for image-related tasks, like CNNs (Convolutional Neural Networks).
When it comes to deploying the model, I would first optimize it, aiming for the best balance between speed and accuracy. Depending on the specifications, the model could be deployed eith"
Surbhi G. - "In order to train a machine learning model for license plate detection, which is essentially image recognition, I would first need a large labeled dataset of images featuring license plates. From hereon, I would use a model architecture suitable for image-related tasks, like CNNs (Convolutional Neural Networks).
When it comes to deploying the model, I would first optimize it, aiming for the best balance between speed and accuracy. Depending on the specifications, the model could be deployed eith"See full answer
"My company was acquired and I was responsible for planning and managing a transition & integration of custom real-time time-series data and event capture software.
I worked with lab scientists (who were running the instruments from which the data would be captured) to understand their unique needs compared to the use cases the software was originally written and deployed for.
I wrote proposals for integrating specific components of the software and abandoning others, receiving review and a"
Marwan O. - "My company was acquired and I was responsible for planning and managing a transition & integration of custom real-time time-series data and event capture software.
I worked with lab scientists (who were running the instruments from which the data would be captured) to understand their unique needs compared to the use cases the software was originally written and deployed for.
I wrote proposals for integrating specific components of the software and abandoning others, receiving review and a"See full answer
"👇 Your feedback is very much appreciated 👇
Clarifying Questions
Bookshelf: how is this bookshelf going to be used? at home? in a library?
Elderly People: do we have more precisions on this elderly population? are they sick?disabled?
[Interviewer: this bookshelf will be for home purposes. You'll have to specify.]
Here's what we gonna do:
Users & Pain Points: let's try to better understand who we are designing this bookshelf for
Solutions: we'll brainstorm a few solutions and"
Julien C. - "👇 Your feedback is very much appreciated 👇
Clarifying Questions
Bookshelf: how is this bookshelf going to be used? at home? in a library?
Elderly People: do we have more precisions on this elderly population? are they sick?disabled?
[Interviewer: this bookshelf will be for home purposes. You'll have to specify.]
Here's what we gonna do:
Users & Pain Points: let's try to better understand who we are designing this bookshelf for
Solutions: we'll brainstorm a few solutions and"See full answer
"Google Home is an app that is used by consumers to configure the smart devices for automating their home and making their home more reliable and easy to use.
Clarifying questions :
Do we have any time constraints by when we need to achieve this?
IF we have to increase sales by 10x, it needs to focus on number of factors like increasing the partner base, improving user experience, and shift in thinking.
What metrics we focus on
Monetization - Making revenue 10x
Number of"
Tanu M. - "Google Home is an app that is used by consumers to configure the smart devices for automating their home and making their home more reliable and easy to use.
Clarifying questions :
Do we have any time constraints by when we need to achieve this?
IF we have to increase sales by 10x, it needs to focus on number of factors like increasing the partner base, improving user experience, and shift in thinking.
What metrics we focus on
Monetization - Making revenue 10x
Number of"See full answer
"Clarifying questions :
Which Kindle device are we talking about ? Kindle paper white, Kindle Oasis? , Kindle paper white 6.9' , Kindle tabs ? - Kindle oasis
Kindle Oasis , what are the metric we are trying to achieve ? users onboarding? more marketshare? onboard amazon existing customers
Landscape :
Competition : In ebook readers, the main competition comes from Kobo, iPads, tabs. Kindle oasis feature is especially and absolutely for reading purpose and buying books to read and th"
Priya K. - "Clarifying questions :
Which Kindle device are we talking about ? Kindle paper white, Kindle Oasis? , Kindle paper white 6.9' , Kindle tabs ? - Kindle oasis
Kindle Oasis , what are the metric we are trying to achieve ? users onboarding? more marketshare? onboard amazon existing customers
Landscape :
Competition : In ebook readers, the main competition comes from Kobo, iPads, tabs. Kindle oasis feature is especially and absolutely for reading purpose and buying books to read and th"See full answer
"My preference would likely be server-side deployment given the specification of millions of users. However, it is worth considering a hybrid model too; where basic, non-sensitive, and less compute intensive tasks are processed on the client-side, while the heavy-duty processing is done on the server side.
The main advantage of client-side deployment is it can work in real-time and offline. It also significantly reduces the load on your servers, making it more efficient in handling other tasks. N"
Surbhi G. - "My preference would likely be server-side deployment given the specification of millions of users. However, it is worth considering a hybrid model too; where basic, non-sensitive, and less compute intensive tasks are processed on the client-side, while the heavy-duty processing is done on the server side.
The main advantage of client-side deployment is it can work in real-time and offline. It also significantly reduces the load on your servers, making it more efficient in handling other tasks. N"See full answer
"Clarify
can we limit traffic to normal commute time for people going to work in their city? Not include business travel? (Recognize traffic can mean: pick up drop off kids; errands, grocery, shopping, social, people who drive for their job etc.)
limit to US?
pre-covid time?
Equation
\# of working people in US x # of hours commute per year per person
\# of working people in US
320M total population, 40M per age group of 10 years
working age = 20 to 70, 5 groups of 1"
Anonymous Cricket - "Clarify
can we limit traffic to normal commute time for people going to work in their city? Not include business travel? (Recognize traffic can mean: pick up drop off kids; errands, grocery, shopping, social, people who drive for their job etc.)
limit to US?
pre-covid time?
Equation
\# of working people in US x # of hours commute per year per person
\# of working people in US
320M total population, 40M per age group of 10 years
working age = 20 to 70, 5 groups of 1"See full answer
"goal : user experience
CUJ for cinema :
Part A : deciding to watch a movie
read reviews for movies that have released
check nearby cinemas that are showing that movie
check with friends/family who want to go with you
find tickets online at a nearby cinema (if its a hit movie, you better hurry)
buy tickets online
split price on an app like split wise
Part B : physically arriving at the theatre
arrive at cinema hall
find parking
show e-ticket to enter
stand i"
Ananya M. - "goal : user experience
CUJ for cinema :
Part A : deciding to watch a movie
read reviews for movies that have released
check nearby cinemas that are showing that movie
check with friends/family who want to go with you
find tickets online at a nearby cinema (if its a hit movie, you better hurry)
buy tickets online
split price on an app like split wise
Part B : physically arriving at the theatre
arrive at cinema hall
find parking
show e-ticket to enter
stand i"See full answer
"Clarification questions:
What is the mission of the company? To connect people together to unleash their creativity.
Is there any geographical areas that I should concentrate on? It is worldwide.
Are there any constraints? No, there is none.
Success of the usage of the app? The PM to pick.
Approach:
Establish the nature of the application.
Establish the type of users that would be on the platform.
Lay out what the user journey is.
Define the metrics that are relevant.
-"
Ferri T. - "Clarification questions:
What is the mission of the company? To connect people together to unleash their creativity.
Is there any geographical areas that I should concentrate on? It is worldwide.
Are there any constraints? No, there is none.
Success of the usage of the app? The PM to pick.
Approach:
Establish the nature of the application.
Establish the type of users that would be on the platform.
Lay out what the user journey is.
Define the metrics that are relevant.
-"See full answer
"Clarifying and Assumptions
When we say New York City, does this mean just Downtown New York or also the suburbs? Assumption: It means Downtown New York only.
Is the bike-sharing service like Uber, where people share their own bikes, or is it a service run by a company with bike stands on street corners? Assumption: It’s run by a private company with bike stands on street corners.
Will the bike-sharing service start as free, or will we charge people from the beginning?"
Darpan D. - "Clarifying and Assumptions
When we say New York City, does this mean just Downtown New York or also the suburbs? Assumption: It means Downtown New York only.
Is the bike-sharing service like Uber, where people share their own bikes, or is it a service run by a company with bike stands on street corners? Assumption: It’s run by a private company with bike stands on street corners.
Will the bike-sharing service start as free, or will we charge people from the beginning?"See full answer
"Establish more servers on regional bases or locally and move network traffic to these servers instead of keeping on one server."
Parth P. - "Establish more servers on regional bases or locally and move network traffic to these servers instead of keeping on one server."See full answer
"Clarifying question: By high-tech, we mean internet enabled refrigerator which uses technology and assists us in our decision making or takes decisions for us
Users:
Working women
Homemakers
Bachelors and Spinsters living alone
Other family members (Elderly, Kids etc)
Prioritized users: Working women, Bachelors and Spinsters living alone
Problems:
Food left in the refrigerator gets rotten as it goes out of notice
I am at the supermarket and I dont know the inven"
Sahil A. - "Clarifying question: By high-tech, we mean internet enabled refrigerator which uses technology and assists us in our decision making or takes decisions for us
Users:
Working women
Homemakers
Bachelors and Spinsters living alone
Other family members (Elderly, Kids etc)
Prioritized users: Working women, Bachelors and Spinsters living alone
Problems:
Food left in the refrigerator gets rotten as it goes out of notice
I am at the supermarket and I dont know the inven"See full answer
"Questions:
Are these bikes for personal or commercial use? Or both?
For commuting, or should we also include recreational bikes (e.g. mountain bikes?)
Should we include stationary exercise bikes, or only those used outside?
E-bikes and motorcycles?
Are we counting children, or just adults?
Should we factor in whether the individual has purchasing power to purchase a new bike? What about renting a bike?
Assumptions:
Assuming we are sizing the market for personal commuter bicycles f"
Chelsea F. - "Questions:
Are these bikes for personal or commercial use? Or both?
For commuting, or should we also include recreational bikes (e.g. mountain bikes?)
Should we include stationary exercise bikes, or only those used outside?
E-bikes and motorcycles?
Are we counting children, or just adults?
Should we factor in whether the individual has purchasing power to purchase a new bike? What about renting a bike?
Assumptions:
Assuming we are sizing the market for personal commuter bicycles f"See full answer
"First I would like to ask you some clarifying questions.
Timeframe: do we consider a single given day? YES
What is the definition of jogger? Running, not walking
Is there a minimum distance? NO
Do you count only the distance within the perimeter of central park or also the miles getting in and out of CP to my start location? ONLY CP
Great, I would like to structure the problem this way.
\# of aggregated miles run by jogger in a day in CP = # of joggers per day * av"
Fabio E. - "First I would like to ask you some clarifying questions.
Timeframe: do we consider a single given day? YES
What is the definition of jogger? Running, not walking
Is there a minimum distance? NO
Do you count only the distance within the perimeter of central park or also the miles getting in and out of CP to my start location? ONLY CP
Great, I would like to structure the problem this way.
\# of aggregated miles run by jogger in a day in CP = # of joggers per day * av"See full answer
"Started with clarifications, listed out assumptions, created stories with user pain points in existing business, how we can eliminate in our design and strategy, metrics for the success of business initial 90 days, 6 months and a year. What i missed to present is the north star metrics
Overall i thought i did well, still didnt get through
Hope it will help me for other interviews in Amazon/Meta/Cisco"
Ragupathy V. - "Started with clarifications, listed out assumptions, created stories with user pain points in existing business, how we can eliminate in our design and strategy, metrics for the success of business initial 90 days, 6 months and a year. What i missed to present is the north star metrics
Overall i thought i did well, still didnt get through
Hope it will help me for other interviews in Amazon/Meta/Cisco"See full answer