"As a Technical Program Manager at a software company, I was responsible for leading a project that aimed to implement a new feature in our software that would significantly enhance the user experience. The new feature required a significant investment in terms of time and resources.
During one of the weekly status update meetings with the company's leadership, I presented the project's progress and proposed a plan for the next steps. However, I failed to convince the leadership to allocate the n"
Anonymous Panda - "As a Technical Program Manager at a software company, I was responsible for leading a project that aimed to implement a new feature in our software that would significantly enhance the user experience. The new feature required a significant investment in terms of time and resources.
During one of the weekly status update meetings with the company's leadership, I presented the project's progress and proposed a plan for the next steps. However, I failed to convince the leadership to allocate the n"See full answer
"Product Mission - Establishing easy and quick checkout process improving customer experience.
Company Mission - Raising the bar to improve customer experience using internet and technology
User segments:
Sellers:
Need to make sure the products are scaled and ready available all the time
Fresh and remove expired products
Keeping up with inventory
Consumers
Find, discover and purchase products that interests the customers.
Pain Points:
Seller"
Swetha C. - "Product Mission - Establishing easy and quick checkout process improving customer experience.
Company Mission - Raising the bar to improve customer experience using internet and technology
User segments:
Sellers:
Need to make sure the products are scaled and ready available all the time
Fresh and remove expired products
Keeping up with inventory
Consumers
Find, discover and purchase products that interests the customers.
Pain Points:
Seller"See full answer
"Clarifying questions:
What are open homes and how does this model work?
Open homes cater to provide free shelter for refugees; hosts list the property and partner NGOs based on the requirement book an appropriate property for the refugees.
How long does a refugee stay at a property?
Minimum 2 weeks
Does the host provide meals?
Up to the host, some do and some don't
What does improve Open Homes mean?
There is an imbalance in hosts - we need more hosts"
P K. - "Clarifying questions:
What are open homes and how does this model work?
Open homes cater to provide free shelter for refugees; hosts list the property and partner NGOs based on the requirement book an appropriate property for the refugees.
How long does a refugee stay at a property?
Minimum 2 weeks
Does the host provide meals?
Up to the host, some do and some don't
What does improve Open Homes mean?
There is an imbalance in hosts - we need more hosts"See full answer
"This is a Diagnosis problem. We've gone over diagnosis problems in the past, but most are centered around usage. Even though this is about retention - do not be alarmed. We can still follow the TROPIC method to create a plan to thoroughly diagnose the issue:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
**Establish a theory of proba"
Exponent - "This is a Diagnosis problem. We've gone over diagnosis problems in the past, but most are centered around usage. Even though this is about retention - do not be alarmed. We can still follow the TROPIC method to create a plan to thoroughly diagnose the issue:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
**Establish a theory of proba"See full answer
"Structure
Why should we build this? + market, company, product, trends
Users
Painpoints
Solutions
Summary
Clarify
company - 0 to 1
Why should build this
Market factors
Size and opportunity (tam)
sizeable market - billions of dollars in TAM
Competitors
(1) governments (2) parkmobile (3) vendors for each parking lot (parking structures / lots, man people)
Strengths
Parkmobile - available anywh"
Karthik M. - "Structure
Why should we build this? + market, company, product, trends
Users
Painpoints
Solutions
Summary
Clarify
company - 0 to 1
Why should build this
Market factors
Size and opportunity (tam)
sizeable market - billions of dollars in TAM
Competitors
(1) governments (2) parkmobile (3) vendors for each parking lot (parking structures / lots, man people)
Strengths
Parkmobile - available anywh"See full answer
Product Manager
Product Design
+1 more
🧠Want an expert answer to a question? Saving questions lets us know what content to make next.
"To handle the non-uniform sampling, I'd first clean and divide the dataset into chunks of n second interval 'uniform' trajectory data(e.g. 5s or 10s trajectories). This gives us a cleaner trajectory data chunks, T, of format (ship_ID, x, y, z, timestamp) to be formed.
For the system itself, I'd use a generative model, e.g. Variational AutoEncoder (VAE), and train the model's 'encoder' to produce a latent-space representation of input features (x,y,z,timestamp) from T, and it's 'decoder' to pred"
Anonymous Hornet - "To handle the non-uniform sampling, I'd first clean and divide the dataset into chunks of n second interval 'uniform' trajectory data(e.g. 5s or 10s trajectories). This gives us a cleaner trajectory data chunks, T, of format (ship_ID, x, y, z, timestamp) to be formed.
For the system itself, I'd use a generative model, e.g. Variational AutoEncoder (VAE), and train the model's 'encoder' to produce a latent-space representation of input features (x,y,z,timestamp) from T, and it's 'decoder' to pred"See full answer
"I gave an example of a situation where on the project we needed to onboard 110 applications into the system to get their account and entitlement information for quarterly access review work stream. Traditionally we could have gone manual route and could have done it manually one by one which would have required more time and resources. I actually understood the applications and how they are built by talking to application owners and then based on the data bucketed them and found the pattern that"
Neo S. - "I gave an example of a situation where on the project we needed to onboard 110 applications into the system to get their account and entitlement information for quarterly access review work stream. Traditionally we could have gone manual route and could have done it manually one by one which would have required more time and resources. I actually understood the applications and how they are built by talking to application owners and then based on the data bucketed them and found the pattern that"See full answer
"BERT - bidirectional encoder representations from transformer.
For example:- it takes an entire sentence as input at once and understands the meaning of the words in that sentence and calculate the relations of words with each other irrespective of their positions from the original word to understand the meaning of the word using neighboring words. BERT model is a pre trained transformer model which can be fine-tuned for our purposes. It is used for tasks such sentimental analysis, question answ"
Bhavya V. - "BERT - bidirectional encoder representations from transformer.
For example:- it takes an entire sentence as input at once and understands the meaning of the words in that sentence and calculate the relations of words with each other irrespective of their positions from the original word to understand the meaning of the word using neighboring words. BERT model is a pre trained transformer model which can be fine-tuned for our purposes. It is used for tasks such sentimental analysis, question answ"See full answer
"impact analysis - Facilitate triage with engg and PM to understand the impact to system/ users. and Severity of defect.
Work with Engg to estimate the fix and turnaround time to dev/test/release.
will this delay the launch? If no, great. Launch as planned.
If yes, call stakeholder meeting informing about critical defect, impact to system/users, estimate to fix and likely delay. Recommend delay launch due to criticality/severity of defect. Once get their buy in, present plan to fix, test and"
Adib M. - "impact analysis - Facilitate triage with engg and PM to understand the impact to system/ users. and Severity of defect.
Work with Engg to estimate the fix and turnaround time to dev/test/release.
will this delay the launch? If no, great. Launch as planned.
If yes, call stakeholder meeting informing about critical defect, impact to system/users, estimate to fix and likely delay. Recommend delay launch due to criticality/severity of defect. Once get their buy in, present plan to fix, test and"See full answer
"
Questions:
Is there any specific user pain point we are trying to solve ?
Is this for engagement or retention or revenue
Is there any specific Geo you want me to focus ?
Is there any specifc user segment you want to focus ?
Structure:
Company Mission: Easy access to vehicle no matter when and where you are.
Product Mission: Quick and easy delivery of food delivered at your door step
User Segments:
Sellers : Restaurant, Catering, F"
Swetha C. - "
Questions:
Is there any specific user pain point we are trying to solve ?
Is this for engagement or retention or revenue
Is there any specific Geo you want me to focus ?
Is there any specifc user segment you want to focus ?
Structure:
Company Mission: Easy access to vehicle no matter when and where you are.
Product Mission: Quick and easy delivery of food delivered at your door step
User Segments:
Sellers : Restaurant, Catering, F"See full answer
"
SELECT * FROM(
SELECT
c.first_name,
c.last_name,
t.receipt_number,
COUNT(*) OVER (PARTITION BY c.customerid) AS noof_offences
FROM customers c
JOIN transactions t ON c.customerid = t.customerid
WHERE t.receipt_number LIKE '%999%'
OR t.receipt_number LIKE '%1234%'
OR t.receipt_number LIKE '%XYZ%'
) sub
WHERE noofoffences > 1
;
`"
Harshitha B. - "
SELECT * FROM(
SELECT
c.first_name,
c.last_name,
t.receipt_number,
COUNT(*) OVER (PARTITION BY c.customerid) AS noof_offences
FROM customers c
JOIN transactions t ON c.customerid = t.customerid
WHERE t.receipt_number LIKE '%999%'
OR t.receipt_number LIKE '%1234%'
OR t.receipt_number LIKE '%XYZ%'
) sub
WHERE noofoffences > 1
;
`"See full answer