Avaamo | Interview (All rounds) | Senior MLE | Bengaluru
AvaamoSenior Machine Learning Engineer📍 Bengaluru💼 3.5 YOE
Summary
I interviewed at Avaamo in Dec 2024 for a Senior Machine Learning Engineer role in Bengaluru. The interview focused on RAG architecture, LLMs, and system optimization. The first round was the most cha...
Interview Experience
I gave interview at Avaamo in Dec 2024 and these were the questions around which the interviews revolved. I have 3.5 years of experience as a data scientist, the role was Senior Machine Learning Engineer. # Question List for the 3 rounds1. Explain the basics of RAG architecture and its components.2....
Interview Questions (18)
RAG Architecture Basics
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Parsing and Chunking Strategies
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Chunking Impact on Retrieval
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BERT Pretraining Methods
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Bi-encoders vs Cross-encoders
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Bi-encoder Pros and Cons
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Fine-tuning Embedding Models
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LLM Fine-tuning Approaches
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LLM Decoding Strategies
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Evaluating RAG Systems
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Optimizing RAG Latency
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ANN Algorithms in Vector Databases
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Pretrained vs Fine-tuned Models in RAG
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Vector Database Fundamentals
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Semantic Caching Utility
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Encoders in LLM Generation
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Prompting Techniques in Real-world
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Improving GenAI Classification
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