Explain your evaluation framework for testing LLM performance using golden datasets, unit tests, and automated evaluation pipelines.AI & Machine Learning1 company · AI Product ManagerInterview timing unavailable1 answer
How would you design a multi-agent LLM system where several agents collaborate to complete complex enterprise workflows?AI & Machine Learning1 company · AI Product ManagerInterview timing unavailable1 answer Expert answer available
How would you build an LLM-based customer support automation system with intelligent routing, response generation, and agent handoff capabilities?AI & Machine Learning1 company · AI Product ManagerInterview timing unavailable1 answer Expert answer available
How can model performance be enhanced using Retrieval Augmented Generation (RAG)? What benefits does RAG bring to agentic systems?AI & Machine Learning1 company · AI Product ManagerInterview timing unavailable1 answer Expert answer available
How do you choose the right LLM for a business use case? What model selection framework do you follow and what tradeoffs do you consider?AI & Machine Learning1 company · AI Product ManagerInterview timing unavailable1 answer Expert answer available
How would you strategize building and launching an LLM-powered internal knowledge assistant for enterprise teams? Explain your approach with a real example from your past experience.AI & Machine Learning1 company · AI Product ManagerInterview timing unavailable1 answer Expert answer available
