Develops and productionizes LLM agents and RAG systems for user support and internal business processes — from prototypes to industrial services with monitoring and quality metrics. Day-to-day work spans Python, LangGraph/LangChain, Langfuse, Kafka/Redis, YTsaurus, plus quality evaluation (precision/recall/F1) and experimentation.
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