Interview Questions

Mrigang S. - "1. Clarifying Questions & Objective Before diving into the solution, it is important to define the scope and goals: Context: Is this for an existing ecosystem (e.g., Zomato/Dineout) or a standalone SaaS product for restaurants? Demographic: Are we targeting high-end fine dining, busy urban cafes, or large-scale bar chains? Primary Objective: The broader goal is to streamline operations and optimize table turnover, ultimately leading to maximized revenue for"See full answer

Ranjani M. - "A refrigerator is used to store food in cold storage to prevent spoilage. If there is nothing specific from the interviewer, I would consider a robotic refrigerator to be a smart fridge that incorporates AI and movement. Clarifying questions: Digital / Physical product or combination Any particular demographic of customers? What is the goal of this product? Only home users to be considered? User cohorts: Families with children: Refrigerator being a common family appliance Couples and ro"See full answer

Prashant B. - "Anonymity breeds honest & trustworthy responses. Readers find this relatable and feel motivated to share their story - which kicks off the UGC flywheel."See full answer

Alessandro R. - "import java.util.*; public class NetworkTopology { public int topologytype(int N, int M, int[] input3, int[] input4) { if (M != N - 1 && M != N) return -1; // Fast check for invalid cases int[] degree = new int[N + 1]; // Degree of each node (1-based indexing) // Build the degree array for (int i = 0; i < M; i++) { degree[input3[i]]++; degree[input4[i]]++; } // Check for Bus Topology boolean isBus = (M"See full answer

Sean L. - " import pandas as pd from datetime import datetime def findfastestlike(log: pd.DataFrame) -> pd.DataFrame: log=log.sortvalues(['userid','timestamp']) #get the prev event, time by user log['prevevent'] = log.groupby('userid')['event'].shift(1) log['prevtimestamp'] = log.groupby('userid')['timestamp'].shift(1) True only on rows where the previous event was a login and the current event is a like log['loginlike'] = (log['prevevent'] == 'log"See full answer

Exponent - "This is a Technical question. It tests your ability to understand high level technical concepts. Even though your job won't have any coding involved, you'll still need to understand these concepts. Being able to cover all these topics with clarity communicates confidence in your interviewer. Unfortunately, there's no formula for technical questions, but some general tips are: Use analogies when you can Break your solution into clear, bite-size steps Don't be afraid to use examples to b"See full answer

Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows: 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 probable cause Test theories Propose solutions Summarize "See full answer