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Exotel Interview Questions

The questions to prepare for Exotel interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
System DesignStart here. 4 questions · ~35 min
Serving Multiple Fine-Tuned LLMsHard

Design a low-latency, cost-aware serving platform for multiple fine-tuned LLMs under variable traffic.

gpu hardwarelatencyml inferenceEExotel
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2
Generative AI & LLMs4 questions · ~35 min
Improve Support Satisfaction with RAGEasy

Design a support RAG assistant that raises CSAT while keeping hallucinations under 2%, resisting prompt injection, and meeting cost and latency limits.

Prompt EngineeringRAGLLM EvaluationEExotel
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3
Strategy4 questions · ~35 min
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4
Behavioral & Leadership5 questions · ~43 min
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5
More topics10 questions · ~86 min
Cosine Similarity ImplementationEasy
Practice

Implement cosine similarity for two numeric vectors using dot product and vector norms.

implementationEExotel
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsEExotel
Prioritize Features for Product LaunchMedium

Explain how you would prioritize launch features, define the MVP, and align stakeholders on trade-offs before release.

Launch PlanningTrade-offsFeature PrioritizationEExotel
Data Drift Monitoring SystemMedium

Tests approach to detecting and responding to data drift in production.

data driftproductionEExotel
Evaluating LLMs in ProductionMedium

Assesses criteria and methods for monitoring and evaluating deployed LLMs beyond academic metrics.

performanceLLM EvaluationproductionEExotel
Embeddings and Vector Search at ScaleMedium

Tests knowledge of scalable representation learning and efficient retrieval.

Vector SearchscalabilityimplementationEExotel
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