Altimetrik AI Engineer Interview Questions

Design a rigorous framework for judging LLM response correctness, relevance, and clarity.

Evaluation TechniquesAccuracyevaluation frameworkAltimetrik

Identify the right metrics for a RAG system and explain why accuracy alone misses retrieval and generation failures.

Evaluation TechniquesRetrievalModel MetricsAltimetrik

Architect a reliable multi-agent system in which specialized agents coordinate to complete one complex task.

agent workflowsmulti-agent systemssystem architectureAltimetrik

Design a low-latency, high-concurrency LLM serving layer with effective prompt, response, and KV-cache strategies.

high-frequency requestsinference latencyml inferenceAltimetrik

Choose between prompting, RAG, and fine-tuning based on task stability, knowledge freshness, and evaluation results.

Altimetrik

Evaluates end-to-end RAG design, evaluation, and safety controls for production deployments.

data ingestionAltimetrik