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Ai Research & Tech Nerd https://ngusadeep.me
System Architect Professional experience: includes Developer, Project Manager, Product Manager, and Solutions Director. Hobbies: swimming, reading, and music.
Production AI engineering for developers: agents, RAG, MCP, coding copilots, evals, context systems, and AI infra beyond demos.
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