Sarem Mahmood
Senior Platform Engineer, Ai Systems and Mlops @Capital One
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WORK HISTORY
Senior Platform Engineer, Ai Systems and Mlops @Capital One
EDUCATION
Western Governors University
Bachelor of Science - BS, Computer Science
ABOUT SAREM MAHMOOD
Hi, I’m Sarem, an MLOps Engineer at Capital One, working at the intersection of machine learning, DevOps, and cloud architecture. My work covers everything from CI/CD and Kubernetes to Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs), with a focus on ML lifecycle automation, retrieval-augmented reasoning, and production-scale GenAI deployments. These posts are my way of breaking down the buzzwords, connecting the dots, and making AI a little easier (and hopefully more interesting) to understand.
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