Develop proofs of concept and transition successful solutions into production-ready applications, including reusable components, templates, and standardized integrations.
Integrate and operate open-source and commercial language models (e.g., Gemma, Qwen), managing centralized model access, routing, and governance using solutions such as LiteLLM.
Select suitable models based on quality, cost, latency, privacy, and use-case requirements, and develop and optimize prompts, system instructions, and structured model outputs.
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