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Machine Learning Engineer for LLM Agents RAG and Python Automation
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Machine Learning Engineer
Arrow Electronics
May 2023 - Present • 3 yrs 5 mos
At the SiliconExpert Division, built Python-based AI analysis agents and multi-step LLM workflows using LangChain, LangGraph, and RAG. Developed FastAPI interfaces and modular, cloud-ready AI services. Automated PDF key-value extraction, reducing manual processing time by 85%; reduced order-extraction processing time by 70% and manual data-cleaning and preparation effort by 90%.