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Advanced Rail Controls Research Assistant Interview Questions and Answers
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paridhika kayal
I applied via Approached by Company and was interviewed in Nov 2024. There was 1 interview round.
(1 Question)
- Q1. What is your experience with parallelizing transformers, and how do you approach splitting them across multiple devices to minimize latency?
- Ans.
I have experience parallelizing transformers by splitting them across multiple devices to minimize latency.
I have utilized frameworks like TensorFlow and PyTorch to parallelize transformers.
I approach splitting transformers by dividing the input data into chunks and distributing them across devices.
I optimize communication overhead by minimizing data transfer between devices.
I leverage techniques like data parallelism ...
Anonymous
(1 Question)
- Q1. Machine learning/deep related questions, question about past project
Easy leetcode dfs, dynamic programming question
Selected
I applied via Job Portal and was interviewed before Jun 2023. There were 2 interview rounds.
(1 Question)
- Q1. What do you know about optimization
- Ans.
Optimization is the process of finding the best solution to a problem within given constraints.
Optimization involves maximizing or minimizing a certain objective function.
It often involves finding the optimal values for variables in a mathematical model.
Common optimization techniques include linear programming, genetic algorithms, and gradient descent.
Examples include optimizing production schedules to minimize costs o...
(1 Question)
- Q1. Would you come to Paris
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Skills evaluated in this interview
Selected
I applied via campus placement at Indian Institute of Technology (IIT), Mumbai and was interviewed before May 2023. There were 2 interview rounds.
General quantitative questions that I was able to answer very easily
(1 Question)
- Q1. I was asked to estimate all sources of revenue for a credit card company which I was able to do
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