and human-in-the-loop validation. Work on problems that bridge research and
production: speed, hallucination risk, latency... into
production. Familiarity with LLM ecosystems (OpenAI, Claude, Mistral, Llama, etc.) and modern AI stacks (LangChain, LlamaIndex... -
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