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Sepal AI Interview Questions

The questions to prepare for Sepal AI interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

Owning a Failed Project
Medium

Tests ownership after failure, including how you communicate setbacks, prioritize recovery, and turn lessons into better leadership.

CommunicationLeadershipOwnership
Sepal AI
Technical Trade-off Under Deadline
Easy

Tests prioritization and decision-making under pressure, especially how you balance speed, quality, and long-term technical cost.

Decision MakingTrade-offsstar
Sepal AI
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Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel Serving
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Design a Multi Agent Coordination System
Hard

Design the infrastructure for a multi-agent system where agents communicate, coordinate work, and recover from non-deterministic failures.

Feature StoreModel ServingRecommendation Systems
Sepal AI
Evaluate an LLM SystemMedium

Explain how to evaluate a generative model using offline and online methods, with attention to hallucination, product metrics, and experiment design.

HallucinationPrompt EngineeringLLM Evaluation
Sepal AI
Fix Hallucinations in RAG Answers
Easy

Reduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.

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Use Vector Databases with Embeddings
Hard

Explain how embeddings and vector databases fit into a retrieval pipeline for grounded AI responses.

Language ModelsText ClassificationWord Embeddings
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Measure AI Model Performance
Easy

Explain how to evaluate an AI model using the right metrics and how metric choice depends on the business goal.

PrecisionAccuracyRecall
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