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quadric Interview Questions

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

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1
CodingStart here. 7 questions · ~70 min
Check Binary Tree BalanceEasy
Practice

Use postorder recursion to determine whether a binary tree is height-balanced in O(n) time.

RecursionSearchingTreesquadric
Reverse a Linked ListEasy
Practice

Reverse a singly linked list in place using pointer manipulation.

RecursionLinked Listsquadric
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2
System Design4 questions · ~40 min
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel Servingquadric
Role of IR in ML CompilersMedium

Tests your understanding of compiler architecture and how IR enables optimization and code generation.

Frameworksquadric
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3
Generative AI & LLMs4 questions · ~40 min
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 Evaluationquadric
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4
Machine Learning4 questions · ~40 min
PTQ vs QAT Trade-offsMedium

Tests your ability to choose between PTQ and QAT based on accuracy and runtime cost constraints.

quadric
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5
Behavioral & Leadership5 questions · ~50 min
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6
More topics2 questions · ~20 min
Profile Compute vs Memory BottlenecksMedium

Tests performance analysis skills for locating compute versus memory bottlenecks in model execution graphs.

profilingperformanceModel Metricsquadric
Register Custom Hardware OperatorMedium

Tests your ability to integrate custom operators into an AI execution runtime and manage the end-to-end pipeline.

APIsAutomationquadric
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