Amna

@amnakirn

Eng Amna Mahmood

Pakistan

Englisch

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Über mich

I’m Amna Mahmood, a final-year MSEE (AI) student and Electrical Engineer specializing in reliable LLM systems. I build RAG pipelines, LangChain workflows, and AI agents focused on strong retrieval, controlled execution, and real-world stability, not just demos. My work emphasizes data quality, clear logic, and robust automation with retries, logging, and fallbacks. I design systems that handle edge cases, avoid silent failures, and remain maintainable. I prioritize realistic scope and flag when LLMs aren’t the right fit. ... Mehr lesen

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