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Adidev Technologies Interview Questions

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

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1
System DesignStart here. 8 questions · ~64 min
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel ServingAdidev Technologies
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2
Generative AI & LLMs3 questions · ~24 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 EvaluationAdidev Technologies
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3
Machine Learning7 questions · ~56 min
Random Forest vs Gradient BoostingMedium

Compare Random Forest and Gradient Boosting, then choose the right ensemble for a supervised learning task.

Ensemble MethodsBias-Variance TradeoffSupervised LearningAdidev Technologies
Bias-Variance Tradeoff in Model ChoiceEasy

Explain how the bias-variance tradeoff guides algorithm selection and generalization performance.

Cross-ValidationBias-Variance TradeoffRegularizationAdidev Technologies
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4
Pipelines4 questions · ~32 min
Handling Data Drift with MLOpsMedium

Tests production ML monitoring, drift detection, and practical MLOps tooling choices.

monitoringdata driftmlopsAdidev Technologies
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5
Behavioral & Leadership16 questions · ~128 min
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6
More topics3 questions · ~24 min
Embeddings and Vector SearchMedium

Tests your practical skills for building embedding pipelines and efficient similarity search systems.

Vector SearchNLPAdidev Technologies
Evaluating Beyond AccuracyMedium

Tests your ability to choose metrics, validation, and error analysis aligned to business outcomes.

performance evaluationAccuracyModel MetricsAdidev Technologies
Arrays BasicsEasy

Tests basic array manipulation and problem-solving clarity.

ArraysAdidev Technologies
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