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Mary S.

Available profile

Professional Overview

 I am a Senior Backend Engineer and Generative AI Specialist with over 7.5 years of experience in architecting high-performance, scalable software solutions. My expertise lies at the intersection of robust backend engineering—using Python, Django, and FastAPI—and cutting-edge Natural Language Processing (NLP).Throughout my career, I have focused on driving measurable technical impact. I successfully optimized backend modules for enterprise-level applications, reducing API latency from 15s to 1s through advanced caching and architectural refinements.In the realm of Generative AI and Prompt Engineering, I specialize in building production-grade RAG (Retrieval-Augmented Generation) pipelines and multi-agent systems. I have hands-on experience integrating LangGraph, CrewAI, and LangChain to automate complex business logic, such as medical policy identification for claims adjudication.Certified in Generative AI by the Boston Institute of Analytics (BIA), I bring a unique blend of traditional systems design and modern AI innovation. I am passionate about developing Agentic AI workflows that are not only intelligent but also scalable, secure, and highly efficient. 

AI Expertise

NLP & Prompt Engineering AI Product & Strategy data science & analytics AI & Machine Learning Engineers

Experience Level

senior-level

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