Ryan Winfree is an experienced Senior Machine Learning Engineer at Paradigm Health, specializing in NLP pipeline optimization and advanced machine learning techniques. Since September 2022, Ryan has successfully enhanced NLP processes, improved model performance through the implementation of John Snow Labs codebase, and utilized LLM models for data extraction. Prior to Paradigm, Ryan held various roles at Olive, where responsibilities included leading product development for predictive solutions and optimizing automated pipelines. Ryan's background also includes work as a CFD Engineer at TotalSim LLC, where project management and client interaction were key responsibilities. An academic foundation in Aerospace Engineering from The Ohio State University complements Ryan's technical expertise and development skills acquired through practical experience and additional training at CodeAcademy.
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