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Technical Assessment (20 minutes) LeetCode Question: Longest Palindromic Substring Coding live where the interviewer can see your code on a shared editor. Discussion and Questions (40 minutes) Self-Introduction Project Discussion: Explain a project related to LLM LLM Creation: How is a Large Language Model created? Model Architectures: Explain the different models and their architectures (e.g., GPT, LLAMA, Falcon, BLOOM) Positional Embeddings: What is the purpose of positional embeddings? Normalization Techniques: Difference between BatchNorm and LayerNorm Retrieval-Augmented Generation (RAG): - What is RAG? Explain its purpose. - Even if you use RAG, there are hallucinations occurring. Why is this so and what can you do to mitigate? - What other current academic advancements in RAG? Explain about some frameworks that are trending. Scenario Question: If we have large-scale data (billions of records) from the web, how can I efficiently select math-related data? Discuss using distributed computing frameworks if possible.
About git and easy questions about programming.
Explain how to calculate a loss function.
the company values
Tell me about a time when you took a calculated risk.
Te lo me about your experience
Why should we hire you?
If you had to learn as much as possible about Revolut and its products in a limited time, how would you do it? Where would you search for info?
I was asked what my salary expectations were at the first interview, and then again before the final interview. I openly shared my expectations, however, the offer I received was so much lower that I consider the time and effort invested into the recruitment process as wasted. The company should be transparent about what they can offer since the beginning.
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