"Clarifying Questions:
When you say Language Learning app, you're referring to a user wanting to learn a new language through a Meta property - not NLP tech correct? -- Yes
Is this a stand-alone app, or part of Facebook or another Meta app? -- You choose
Are there any restrictions like budget, or time for this learning app? -- Nope.
Give me a moment to think about how I want to structure this answer:
Mission // Goal of Language Learning App
Competition
Audience Segments
Pain Points
"
Brody C. - "Clarifying Questions:
When you say Language Learning app, you're referring to a user wanting to learn a new language through a Meta property - not NLP tech correct? -- Yes
Is this a stand-alone app, or part of Facebook or another Meta app? -- You choose
Are there any restrictions like budget, or time for this learning app? -- Nope.
Give me a moment to think about how I want to structure this answer:
Mission // Goal of Language Learning App
Competition
Audience Segments
Pain Points
"See full answer
"Started with user-groups to identify the differences world wide: speed of internet, how high end devices are
The interviewer just wanted to dive into the questions of latency & the technical fast.
I then said let's separate out server vs client. On server side, cannot have australian users hitting california servers for data. So must be some sort of global availability of caching. And ensure rapid read out of that cache so something like a redis solution would help.
Then switch gears to cli"
Sim S. - "Started with user-groups to identify the differences world wide: speed of internet, how high end devices are
The interviewer just wanted to dive into the questions of latency & the technical fast.
I then said let's separate out server vs client. On server side, cannot have australian users hitting california servers for data. So must be some sort of global availability of caching. And ensure rapid read out of that cache so something like a redis solution would help.
Then switch gears to cli"See full answer
Product Manager
Technical
🧠 Want an expert answer to a question? Saving questions lets us know what content to make next.
"Problem: Facebook Jobs has seen a 20% increase in job listings, but employer response time to applicants has decreased by 20%.
Goal: Investigate and address the decrease in employer response time.
Assumptions and Clarifying Questions:
Scope: Is this issue internal to Facebook or affecting external users?
Timeline: Analyzing data from the past 6 months is assumed to be sufficient.
Response Time Definition: Clarify the precise definition of "response time" (e.g."
Atharva P. - "Problem: Facebook Jobs has seen a 20% increase in job listings, but employer response time to applicants has decreased by 20%.
Goal: Investigate and address the decrease in employer response time.
Assumptions and Clarifying Questions:
Scope: Is this issue internal to Facebook or affecting external users?
Timeline: Analyzing data from the past 6 months is assumed to be sufficient.
Response Time Definition: Clarify the precise definition of "response time" (e.g."See full answer
"In Java, GC is the process of automatically identifying and reclaming memory occupied by objects that are no longer reachable.. the process involves the 3 steps
Mark phase -- identify the objects that are still in use. i.e reachable
sweep Phase -- removes the unreachable objects
compact phase -- rearragnes objects to prevent fragmentation
4 types of Garbage collection
Serial GC -- single threaded simple and compacting -- best for small applications
Parrallel GC -- throughput GC"
Sue G. - "In Java, GC is the process of automatically identifying and reclaming memory occupied by objects that are no longer reachable.. the process involves the 3 steps
Mark phase -- identify the objects that are still in use. i.e reachable
sweep Phase -- removes the unreachable objects
compact phase -- rearragnes objects to prevent fragmentation
4 types of Garbage collection
Serial GC -- single threaded simple and compacting -- best for small applications
Parrallel GC -- throughput GC"See full answer
"Skeleton:
Mission
Goals and User segmentation
User journey
Metrics
Pain points and opportunities
experimentation
Starting with Twitter's mission, "the power to create and share ideas and information without barriers", we are looking to empower people to be both consumers and creators. However, for the sake of this discussion, I want to focus on the consumer sides.
As mentioned, our goal is to focus on user growth. But I want to understand if we are looking to acquire more 1s"
Gourav G. - "Skeleton:
Mission
Goals and User segmentation
User journey
Metrics
Pain points and opportunities
experimentation
Starting with Twitter's mission, "the power to create and share ideas and information without barriers", we are looking to empower people to be both consumers and creators. However, for the sake of this discussion, I want to focus on the consumer sides.
As mentioned, our goal is to focus on user growth. But I want to understand if we are looking to acquire more 1s"See full answer
"Break down into:
OPEX
#Employees x $avg. cost per employee
$Overhead (mktg, legal, compliance)
Content cost (creator payments) 80% of advert. revenue
Elec, cooling, maintenance
CAPEX
#Data centers
Avg servers per data center
Avg. cost $ per server"
James M. - "Break down into:
OPEX
#Employees x $avg. cost per employee
$Overhead (mktg, legal, compliance)
Content cost (creator payments) 80% of advert. revenue
Elec, cooling, maintenance
CAPEX
#Data centers
Avg servers per data center
Avg. cost $ per server"See full answer
"During my internship at Econalytica Solutions, I was assigned to help improve internal reporting for the procurement team. The department wanted more dynamic insights but didn’t have the budget for premium BI tools or new software licenses. My task was to enhance reporting and analytics capabilities using only the tools already available, primarily Excel, while still delivering insights that would support decision-making. I got creative by using advanced Excel features like Power Query, pivot ta"
Dhruv M. - "During my internship at Econalytica Solutions, I was assigned to help improve internal reporting for the procurement team. The department wanted more dynamic insights but didn’t have the budget for premium BI tools or new software licenses. My task was to enhance reporting and analytics capabilities using only the tools already available, primarily Excel, while still delivering insights that would support decision-making. I got creative by using advanced Excel features like Power Query, pivot ta"See full answer
"First I would like to define what a negative experience might construe
Unable to book the reservation
Customers unable to cancel reservations
The customers unable to find restaurants in the location they are in
customers unable to interact or leave reviews.
I will try to solve for the first one. In this scenario, I would like to understand the frequency of the issue’s occurrence.
I will try to understand if there was a new feature rolled out that may have impacted it such as chang"
Lakshmi tejaswi S. - "First I would like to define what a negative experience might construe
Unable to book the reservation
Customers unable to cancel reservations
The customers unable to find restaurants in the location they are in
customers unable to interact or leave reviews.
I will try to solve for the first one. In this scenario, I would like to understand the frequency of the issue’s occurrence.
I will try to understand if there was a new feature rolled out that may have impacted it such as chang"See full answer
"Cost
Reduce data cost (google fi cost 10$ per gb while in india costs are pretty less than that)
Can prompt to connect to closed wi-fi network if users has connected earlier
Coverage
In India, majority of the population lives in rural areas, need to solve for that
Safety and Security
Protect users from scamsters / malware /viruses etc.
Net Neutrality
Ensure that there is no bias towards google sites only"
P D. - "Cost
Reduce data cost (google fi cost 10$ per gb while in india costs are pretty less than that)
Can prompt to connect to closed wi-fi network if users has connected earlier
Coverage
In India, majority of the population lives in rural areas, need to solve for that
Safety and Security
Protect users from scamsters / malware /viruses etc.
Net Neutrality
Ensure that there is no bias towards google sites only"See full answer
"A typical computer vision pipeline consists of several key stages that process and analyze visual data to extract meaningful information. Here’s a general outline of the steps involved:
Image Acquisition:Capturing images or videos using cameras or other imaging devices.
Preprocessing steps such as resizing, cropping, and converting color spaces.
Image Preprocessing:Noise reduction (e.g., using filters like Gaussian blur).
Image normalization to standardize pixel values.
Contrast e"
Shibin P. - "A typical computer vision pipeline consists of several key stages that process and analyze visual data to extract meaningful information. Here’s a general outline of the steps involved:
Image Acquisition:Capturing images or videos using cameras or other imaging devices.
Preprocessing steps such as resizing, cropping, and converting color spaces.
Image Preprocessing:Noise reduction (e.g., using filters like Gaussian blur).
Image normalization to standardize pixel values.
Contrast e"See full answer