Independently leads 0-to-1 development of AI applications (RAG knowledge bases, multi-step Agent tools) — backend logic, prompt engineering, model fine-tuning, and frontend prototyping — and ships them as SaaS products with system architecture, API, and cloud deployment. Core stack: Python, backend frameworks, databases, and the LLM/RAG/Agent ecosystem.
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